Overview

Brought to you by YData

Dataset statistics

Number of variables	106
Number of observations	23555
Missing cells	33181
Missing cells (%)	1.3%
Total size in memory	19.0 MiB
Average record size in memory	844.0 B

Variable types

Text	11
Numeric	93
DateTime	2

Alerts

`checkin_count` has constant value "1.0"	Constant
`readability_score` has constant value "0"	Constant
`emoji_count` has constant value "0"	Constant
`review_growth_30d` has constant value "0.0"	Constant
`friends` has 5472 (23.2%) missing values	Missing
`hours` has 959 (4.1%) missing values	Missing
`tip_count` has 242 (1.0%) missing values	Missing
`tip_compliment_count_avg` has 242 (1.0%) missing values	Missing
`days_since_last_review` has 3812 (16.2%) missing values	Missing
`rating_volatility` has 1094 (4.6%) missing values	Missing
`tip_engagement` has 242 (1.0%) missing values	Missing
`review_growth_30d` has 20994 (89.1%) missing values	Missing
`useful_user` is highly skewed (γ1 = 44.58318271)	Skewed
`funny_user` is highly skewed (γ1 = 53.02360457)	Skewed
`cool_user` is highly skewed (γ1 = 49.27338467)	Skewed
`fans` is highly skewed (γ1 = 22.4532426)	Skewed
`compliment_hot` is highly skewed (γ1 = 44.59105302)	Skewed
`compliment_more` is highly skewed (γ1 = 110.6141755)	Skewed
`compliment_profile` is highly skewed (γ1 = 131.6900256)	Skewed
`compliment_cute` is highly skewed (γ1 = 74.11325167)	Skewed
`compliment_list` is highly skewed (γ1 = 101.3395688)	Skewed
`compliment_note` is highly skewed (γ1 = 41.13657172)	Skewed
`compliment_plain` is highly skewed (γ1 = 23.74473021)	Skewed
`compliment_cool` is highly skewed (γ1 = 33.61374117)	Skewed
`compliment_funny` is highly skewed (γ1 = 33.61374117)	Skewed
`total_compliments` is highly skewed (γ1 = 36.35570669)	Skewed
`question_count` is highly skewed (γ1 = 28.63614083)	Skewed
`reviews_per_day` is highly skewed (γ1 = 30.34637852)	Skewed
`engagement_ratio` is highly skewed (γ1 = 39.83433755)	Skewed
`unique_attributes_count` is highly skewed (γ1 = -27.07745352)	Skewed
`weekend_engagement` is highly skewed (γ1 = 32.45376012)	Skewed
`useful_review` has 14793 (62.8%) zeros	Zeros
`funny_review` has 20397 (86.6%) zeros	Zeros
`cool_review` has 18931 (80.4%) zeros	Zeros
`useful_user` has 1642 (7.0%) zeros	Zeros
`funny_user` has 5508 (23.4%) zeros	Zeros
`cool_user` has 4673 (19.8%) zeros	Zeros
`fans` has 11407 (48.4%) zeros	Zeros
`compliment_hot` has 16418 (69.7%) zeros	Zeros
`compliment_more` has 16580 (70.4%) zeros	Zeros
`compliment_profile` has 19733 (83.8%) zeros	Zeros
`compliment_cute` has 21104 (89.6%) zeros	Zeros
`compliment_list` has 22013 (93.5%) zeros	Zeros
`compliment_note` has 12784 (54.3%) zeros	Zeros
`compliment_plain` has 12576 (53.4%) zeros	Zeros
`compliment_cool` has 14323 (60.8%) zeros	Zeros
`compliment_funny` has 14323 (60.8%) zeros	Zeros
`is_open` has 6206 (26.3%) zeros	Zeros
`tip_compliment_count_avg` has 14897 (63.2%) zeros	Zeros
`user_tenure_days` has 1396 (5.9%) zeros	Zeros
`review_day_of_week` has 3528 (15.0%) zeros	Zeros
`is_weekend` has 15869 (67.4%) zeros	Zeros
`is_holiday_season` has 20631 (87.6%) zeros	Zeros
`is_summer` has 16896 (71.7%) zeros	Zeros
`total_compliments` has 5599 (23.8%) zeros	Zeros
`is_elite_user` has 16226 (68.9%) zeros	Zeros
`friends_count` has 5472 (23.2%) zeros	Zeros
`has_friends` has 5472 (23.2%) zeros	Zeros
`engagement_diversity` has 1378 (5.9%) zeros	Zeros
`exclamation_count` has 12466 (52.9%) zeros	Zeros
`question_count` has 21211 (90.0%) zeros	Zeros
`vader_positive` has 613 (2.6%) zeros	Zeros
`vader_negative` has 8907 (37.8%) zeros	Zeros
`topic_food_quality` has 13800 (58.6%) zeros	Zeros
`topic_food_quality_ratio` has 13800 (58.6%) zeros	Zeros
`topic_service` has 12114 (51.4%) zeros	Zeros
`topic_service_ratio` has 12114 (51.4%) zeros	Zeros
`topic_ambiance` has 19092 (81.1%) zeros	Zeros
`topic_ambiance_ratio` has 19092 (81.1%) zeros	Zeros
`topic_price` has 17619 (74.8%) zeros	Zeros
`topic_price_ratio` has 17619 (74.8%) zeros	Zeros
`topic_wait_time` has 16914 (71.8%) zeros	Zeros
`topic_wait_time_ratio` has 16914 (71.8%) zeros	Zeros
`keyword_positive_food` has 8382 (35.6%) zeros	Zeros
`keyword_negative_food` has 21203 (90.0%) zeros	Zeros
`keyword_service_positive` has 18860 (80.1%) zeros	Zeros
`keyword_service_negative` has 22338 (94.8%) zeros	Zeros
`keyword_recommendation` has 15755 (66.9%) zeros	Zeros
`readability_score` has 23555 (100.0%) zeros	Zeros
`emoji_count` has 23555 (100.0%) zeros	Zeros
`reviews_per_day` has 1116 (4.7%) zeros	Zeros
`rating_volatility` has 860 (3.7%) zeros	Zeros
`engagement_ratio` has 13375 (56.8%) zeros	Zeros
`compliment_diversity` has 5599 (23.8%) zeros	Zeros
`response_rate_proxy` has 5804 (24.6%) zeros	Zeros
`network_strength` has 12153 (51.6%) zeros	Zeros
`high_influence_friends_ratio` has 17672 (75.0%) zeros	Zeros
`high_engagement_positive` has 18487 (78.5%) zeros	Zeros
`weekend_engagement` has 20430 (86.7%) zeros	Zeros
`rolling_30d_useful_review` has 3461 (14.7%) zeros	Zeros
`rolling_30d_cool_review` has 7303 (31.0%) zeros	Zeros
`rolling_30d_funny_review` has 9600 (40.8%) zeros	Zeros
`review_growth_30d` has 2561 (10.9%) zeros	Zeros

Reproduction

Analysis started	2025-11-11 07:01:47.493836
Analysis finished	2025-11-11 07:01:57.892769
Duration	10.4 seconds
Software version	ydata-profiling vv4.17.0
Download configuration	config.json

user_id
Text

Distinct	21579
Distinct (%)	91.6%
Missing	0
Missing (%)	0.0%
Memory size	184.1 KiB

Length

Max length	22
Median length	22
Mean length	22
Min length	22

Characters and Unicode

Total characters	518210
Distinct characters	64
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	20071 ?
Unique (%)	85.2%

Sample

1st row	cb4-kLOBtPmh1GGNT8ZtTg
2nd row	Yy8JcvtMoNajJJW7k-y4MA
3rd row	7iCjHZY74yCEF-Eajx5sIA
4th row	HpDFWnX-56Dpgmsw4ddohA
5th row	U-dNFjVZ907wxEFiOElOmw

Value	Count	Frequency (%)
bcwykql16ndpbdggh2kna	13	0.1%
1hm81n6n4ipifu5d2lokhw	9	< 0.1%
ouodopbkf3aqfckuqenrdg	9	< 0.1%
xc-q_yh0xwcjrlimks3rng	9	< 0.1%
b-s-8vunubjgtp3d01jsyw	9	< 0.1%
pnwoegp7rxfmenayo9fqhq	7	< 0.1%
hxx8fmhpxiugirgrh8rdog	7	< 0.1%
2is1vg5typv_ieinc8ostg	6	< 0.1%
jt3gylpuh64ua3ztdbmdcg	6	< 0.1%
cfx4stiffnarchnswqhvfg	6	< 0.1%
Other values (21569)	23474	99.7%

Most occurring characters

Value	Count	Frequency (%)
g	13768	2.7%
Q	13730	2.6%
A	13552	2.6%
w	13440	2.6%
8	7940	1.5%
d	7921	1.5%
k	7915	1.5%
f	7915	1.5%
r	7878	1.5%
I	7836	1.5%
Other values (54)	416315	80.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	518210	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
g	13768	2.7%
Q	13730	2.6%
A	13552	2.6%
w	13440	2.6%
8	7940	1.5%
d	7921	1.5%
k	7915	1.5%
f	7915	1.5%
r	7878	1.5%
I	7836	1.5%
Other values (54)	416315	80.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	518210	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
g	13768	2.7%
Q	13730	2.6%
A	13552	2.6%
w	13440	2.6%
8	7940	1.5%
d	7921	1.5%
k	7915	1.5%
f	7915	1.5%
r	7878	1.5%
I	7836	1.5%
Other values (54)	416315	80.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	518210	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
g	13768	2.7%
Q	13730	2.6%
A	13552	2.6%
w	13440	2.6%
8	7940	1.5%
d	7921	1.5%
k	7915	1.5%
f	7915	1.5%
r	7878	1.5%
I	7836	1.5%
Other values (54)	416315	80.3%

business_id
Text

Distinct	3812
Distinct (%)	16.2%
Missing	0
Missing (%)	0.0%
Memory size	184.1 KiB

Length

Max length	22
Median length	22
Mean length	22
Min length	22

Characters and Unicode

Total characters	518210
Distinct characters	64
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1094 ?
Unique (%)	4.6%

Sample

1st row	--ZVrH2X2QXBFdCilbirsw
2nd row	--ZVrH2X2QXBFdCilbirsw
3rd row	--ZVrH2X2QXBFdCilbirsw
4th row	-0Ym1Wg3bXd_TDz8JtvOQg
5th row	-0fvhILrC9UsQ6gLNpZlTQ

Value	Count	Frequency (%)
gbtpc53zrg1zby3dt8mbcw	255	1.1%
vn6v8m4do45z4pp8yxxf_w	147	0.6%
w4zekkva9hpadzg88juwyq	126	0.5%
8uf-bhjfgt4tn6dtb27via	124	0.5%
szu9c8v2guredn5kgyhfjw	119	0.5%
psmoh4a3hnnpym82j5ycla	115	0.5%
zi-f-yvyvok0k5qd7lrlog	112	0.5%
ucmswpqzxjd7qhq7v8pjjq	99	0.4%
etksthv5qx_q7aur9o4kqq	90	0.4%
cxsyvvor9yrn9didkaws0q	88	0.4%
Other values (3802)	22280	94.6%

Most occurring characters

Value	Count	Frequency (%)
A	14195	2.7%
Q	13537	2.6%
g	13225	2.6%
w	13224	2.6%
T	8799	1.7%
N	8583	1.7%
p	8437	1.6%
D	8401	1.6%
E	8391	1.6%
b	8344	1.6%
Other values (54)	413074	79.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	518210	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
A	14195	2.7%
Q	13537	2.6%
g	13225	2.6%
w	13224	2.6%
T	8799	1.7%
N	8583	1.7%
p	8437	1.6%
D	8401	1.6%
E	8391	1.6%
b	8344	1.6%
Other values (54)	413074	79.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	518210	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
A	14195	2.7%
Q	13537	2.6%
g	13225	2.6%
w	13224	2.6%
T	8799	1.7%
N	8583	1.7%
p	8437	1.6%
D	8401	1.6%
E	8391	1.6%
b	8344	1.6%
Other values (54)	413074	79.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	518210	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
A	14195	2.7%
Q	13537	2.6%
g	13225	2.6%
w	13224	2.6%
T	8799	1.7%
N	8583	1.7%
p	8437	1.6%
D	8401	1.6%
E	8391	1.6%
b	8344	1.6%
Other values (54)	413074	79.7%

stars_user
Real number (ℝ)

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.843260454

Minimum	1
Maximum	5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	184.1 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	3
median	4
Q3	5
95-th percentile	5
Maximum	5
Range	4
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.314081991
Coefficient of variation (CV)	0.3419185369
Kurtosis	-0.2776078299
Mean	3.843260454
Median Absolute Deviation (MAD)	1
Skewness	-0.9546888062
Sum	90528
Variance	1.72681148
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=5)

Value	Count	Frequency (%)
5	9974	42.3%
4	6436	27.3%
3	2909	12.3%
1	2285	9.7%
2	1951	8.3%

Value	Count	Frequency (%)
1	2285	9.7%
2	1951	8.3%
3	2909	12.3%
4	6436	27.3%
5	9974	42.3%

Value	Count	Frequency (%)
5	9974	42.3%
4	6436	27.3%
3	2909	12.3%
2	1951	8.3%
1	2285	9.7%

useful_review
Real number (ℝ)

Zeros

Distinct	31
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.7731267247

Minimum	0
Maximum	46
Zeros	14793
Zeros (%)	62.8%
Negative	0
Negative (%)	0.0%
Memory size	184.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	3
Maximum	46
Range	46
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.667300979
Coefficient of variation (CV)	2.156568808
Kurtosis	106.1192834
Mean	0.7731267247
Median Absolute Deviation (MAD)	0
Skewness	7.002998811
Sum	18211
Variance	2.779892554
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
0	14793	62.8%
1	4833	20.5%
2	1912	8.1%
3	895	3.8%
4	466	2.0%
5	229	1.0%
6	142	0.6%
7	69	0.3%
8	61	0.3%
9	46	0.2%
Other values (21)	109	0.5%

Value	Count	Frequency (%)
0	14793	62.8%
1	4833	20.5%
2	1912	8.1%
3	895	3.8%
4	466	2.0%

Value	Count	Frequency (%)
46	1	< 0.1%
45	1	< 0.1%
40	1	< 0.1%
34	1	< 0.1%
33	1	< 0.1%

funny_review
Real number (ℝ)

Zeros

Distinct	23
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.2449586075

Minimum	0
Maximum	30
Zeros	20397
Zeros (%)	86.6%
Negative	0
Negative (%)	0.0%
Memory size	184.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	30
Range	30
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.9447366482
Coefficient of variation (CV)	3.85671954
Kurtosis	169.789344
Mean	0.2449586075
Median Absolute Deviation (MAD)	0
Skewness	9.855459018
Sum	5770
Variance	0.8925273344
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
0	20397	86.6%
1	2060	8.7%
2	576	2.4%
3	231	1.0%
4	100	0.4%
5	70	0.3%
6	35	0.1%
7	28	0.1%
8	13	0.1%
10	12	0.1%
Other values (13)	33	0.1%

Value	Count	Frequency (%)
0	20397	86.6%
1	2060	8.7%
2	576	2.4%
3	231	1.0%
4	100	0.4%

Value	Count	Frequency (%)
30	1	< 0.1%
28	1	< 0.1%
21	2	< 0.1%
20	1	< 0.1%
18	4	< 0.1%

cool_review
Real number (ℝ)

Zeros

Distinct	24
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.3409891743

Minimum	0
Maximum	42
Zeros	18931
Zeros (%)	80.4%
Negative	0
Negative (%)	0.0%
Memory size	184.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	2
Maximum	42
Range	42
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.075189231
Coefficient of variation (CV)	3.153147701
Kurtosis	224.2258188
Mean	0.3409891743
Median Absolute Deviation (MAD)	0
Skewness	10.27004242
Sum	8032
Variance	1.156031882
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
0	18931	80.4%
1	3122	13.3%
2	826	3.5%
3	307	1.3%
4	148	0.6%
5	67	0.3%
6	43	0.2%
9	26	0.1%
7	25	0.1%
8	23	0.1%
Other values (14)	37	0.2%

Value	Count	Frequency (%)
0	18931	80.4%
1	3122	13.3%
2	826	3.5%
3	307	1.3%
4	148	0.6%

Value	Count	Frequency (%)
42	1	< 0.1%
33	1	< 0.1%
29	2	< 0.1%
23	1	< 0.1%
21	1	< 0.1%

review
Text

Distinct	23553
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Memory size	184.1 KiB

Length

Max length	5025
Median length	2273
Mean length	539.9258756
Min length	3

Characters and Unicode

Total characters	12717954
Distinct characters	225
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	23551 ?
Unique (%)	> 99.9%

Sample

1st row	Delicious. FRESH! Good prices. Now my one and only hoagie pit stop.
2nd row	These are the best hoagies and pizza in Ardmore. The hoagies are sliced to order and they use that real strong stinky provolone on the Italian hoagies. Love it. The pizza is great. The white pizza is nice and garlicky and seasoned well. The grandma pizza is fantastic as well. I hope this place can get more of a following.
3rd row	This place is sadly perm closed. I was hoping not, however the phone is now disconnected.
4th row	Cute little shop with unique ice cream flavours. Their cones are huge, so don't fill up in dinner before stopping by. I swirled the pandan and watermelon together in a charcoal cone. They had enough flavour that the taste was distinguishable, but it was mild enough that someone new to Asian flavours won't be overwhelmed. It's definitely worth a try. I will come back another time to try different flavours.
5th row	Everyone was so sweet the second we walked in. Came in today with my boyfriend to try out something, we've both been excited to come by but were just waiting for them to finally open. He wanted to try something new, so he got the orange cheesecake. He thought it was great, said the texture and flavor was perfect, just the chocolate crust was a bit overpowering. I myself got the chocolate mug cake. I loved it. The icing was so delicious too. Will be recommending to some friends and most definitely coming back.

Value	Count	Frequency (%)
the	124670	5.3%
and	82721	3.5%
a	61035	2.6%
i	56769	2.4%
to	50119	2.1%
was	45271	1.9%
of	34160	1.5%
it	30666	1.3%
is	30090	1.3%
for	27120	1.2%
Other values (43707)	1789876	76.7%

Most occurring characters

Value	Count	Frequency (%)
	2334706	18.4%
e	1248837	9.8%
t	859005	6.8%
a	825029	6.5%
o	723766	5.7%
i	613505	4.8%
s	596806	4.7%
n	584203	4.6%
r	572531	4.5%
h	485117	3.8%
Other values (215)	3874449	30.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	12717954	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	2334706	18.4%
e	1248837	9.8%
t	859005	6.8%
a	825029	6.5%
o	723766	5.7%
i	613505	4.8%
s	596806	4.7%
n	584203	4.6%
r	572531	4.5%
h	485117	3.8%
Other values (215)	3874449	30.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	12717954	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	2334706	18.4%
e	1248837	9.8%
t	859005	6.8%
a	825029	6.5%
o	723766	5.7%
i	613505	4.8%
s	596806	4.7%
n	584203	4.6%
r	572531	4.5%
h	485117	3.8%
Other values (215)	3874449	30.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	12717954	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	2334706	18.4%
e	1248837	9.8%
t	859005	6.8%
a	825029	6.5%
o	723766	5.7%
i	613505	4.8%
s	596806	4.7%
n	584203	4.6%
r	572531	4.5%
h	485117	3.8%
Other values (215)	3874449	30.5%

date
Date

Distinct	23552
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Memory size	184.1 KiB

Minimum	2005-03-01 17:47:15
Maximum	2018-10-04 18:03:09
Invalid dates	0
Invalid dates (%)	0.0%

Histogram with fixed size bins (bins=50)

name_user
Text

Distinct	5226
Distinct (%)	22.2%
Missing	0
Missing (%)	0.0%
Memory size	184.1 KiB

Length

Max length	31
Median length	21
Mean length	5.292761622
Min length	1

Characters and Unicode

Total characters	124671
Distinct characters	86
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3360 ?
Unique (%)	14.3%

Sample

1st row	RICK
2nd row	Brad
3rd row	John
4th row	Janna
5th row	Allisun

Value	Count	Frequency (%)
john	266	1.1%
michael	250	1.0%
david	211	0.9%
chris	204	0.9%
mike	186	0.8%
sarah	181	0.8%
jennifer	169	0.7%
jessica	153	0.6%
j	140	0.6%
amanda	131	0.5%
Other values (4867)	21983	92.1%

Most occurring characters

Value	Count	Frequency (%)
a	15030	12.1%
e	13150	10.5%
i	10384	8.3%
n	10281	8.2%
r	7561	6.1%
l	6267	5.0%
h	4577	3.7%
o	4563	3.7%
t	4503	3.6%
s	4228	3.4%
Other values (76)	44127	35.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	124671	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
a	15030	12.1%
e	13150	10.5%
i	10384	8.3%
n	10281	8.2%
r	7561	6.1%
l	6267	5.0%
h	4577	3.7%
o	4563	3.7%
t	4503	3.6%
s	4228	3.4%
Other values (76)	44127	35.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	124671	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
a	15030	12.1%
e	13150	10.5%
i	10384	8.3%
n	10281	8.2%
r	7561	6.1%
l	6267	5.0%
h	4577	3.7%
o	4563	3.7%
t	4503	3.6%
s	4228	3.4%
Other values (76)	44127	35.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	124671	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
a	15030	12.1%
e	13150	10.5%
i	10384	8.3%
n	10281	8.2%
r	7561	6.1%
l	6267	5.0%
h	4577	3.7%
o	4563	3.7%
t	4503	3.6%
s	4228	3.4%
Other values (76)	44127	35.4%

review_count_user
Real number (ℝ)

Distinct	1007
Distinct (%)	4.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	119.4710677

Minimum	1
Maximum	16567
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	184.1 KiB

Quantile statistics

Minimum	1
5-th percentile	2
Q1	10
median	29
Q3	96
95-th percentile	508
Maximum	16567
Range	16566
Interquartile range (IQR)	86

Descriptive statistics

Standard deviation	337.1402162
Coefficient of variation (CV)	2.821940263
Kurtosis	542.8753737
Mean	119.4710677
Median Absolute Deviation (MAD)	24
Skewness	15.44516375
Sum	2814141
Variance	113663.5254
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3	746	3.2%
2	736	3.1%
4	690	2.9%
1	645	2.7%
6	642	2.7%
5	633	2.7%
7	569	2.4%
9	516	2.2%
10	509	2.2%
8	508	2.2%
Other values (997)	17361	73.7%

Value	Count	Frequency (%)
1	645	2.7%
2	736	3.1%
3	746	3.2%
4	690	2.9%
5	633	2.7%

Value	Count	Frequency (%)
16567	2	< 0.1%
7738	2	< 0.1%
5887	1	< 0.1%
5163	1	< 0.1%
4967	1	< 0.1%

yelping_since
Date

Distinct	21579
Distinct (%)	91.6%
Missing	0
Missing (%)	0.0%
Memory size	184.1 KiB

Minimum	2004-10-22 16:53:27
Maximum	2018-10-04 01:21:31
Invalid dates	0
Invalid dates (%)	0.0%

Histogram with fixed size bins (bins=50)

useful_user
Real number (ℝ)

Skewed Zeros

Distinct	1519
Distinct (%)	6.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	308.3077903

Minimum	0
Maximum	173089
Zeros	1642
Zeros (%)	7.0%
Negative	0
Negative (%)	0.0%
Memory size	184.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	5
median	23
Q3	111
95-th percentile	1050
Maximum	173089
Range	173089
Interquartile range (IQR)	106

Descriptive statistics

Standard deviation	2244.143673
Coefficient of variation (CV)	7.278906805
Kurtosis	3081.964
Mean	308.3077903
Median Absolute Deviation (MAD)	22
Skewness	44.58318271
Sum	7262190
Variance	5036180.824
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1642	7.0%
1	1159	4.9%
2	960	4.1%
3	798	3.4%
4	723	3.1%
5	613	2.6%
6	572	2.4%
7	509	2.2%
8	469	2.0%
9	440	1.9%
Other values (1509)	15670	66.5%

Value	Count	Frequency (%)
0	1642	7.0%
1	1159	4.9%
2	960	4.1%
3	798	3.4%
4	723	3.1%

Value	Count	Frequency (%)
173089	2	< 0.1%
61899	2	< 0.1%
45810	1	< 0.1%
41470	1	< 0.1%
39527	1	< 0.1%

funny_user
Real number (ℝ)

Skewed Zeros

Distinct	887
Distinct (%)	3.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	117.8930163

Minimum	0
Maximum	98459
Zeros	5508
Zeros (%)	23.4%
Negative	0
Negative (%)	0.0%
Memory size	184.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	4
Q3	26
95-th percentile	333
Maximum	98459
Range	98459
Interquartile range (IQR)	25

Descriptive statistics

Standard deviation	1209.104384
Coefficient of variation (CV)	10.25594579
Kurtosis	3903.632587
Mean	117.8930163
Median Absolute Deviation (MAD)	4
Skewness	53.02360457
Sum	2776970
Variance	1461933.412
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	5508	23.4%
1	2505	10.6%
2	1599	6.8%
3	1225	5.2%
4	975	4.1%
5	765	3.2%
6	608	2.6%
7	550	2.3%
8	408	1.7%
10	374	1.6%
Other values (877)	9038	38.4%

Value	Count	Frequency (%)
0	5508	23.4%
1	2505	10.6%
2	1599	6.8%
3	1225	5.2%
4	975	4.1%

Value	Count	Frequency (%)
98459	2	< 0.1%
48231	1	< 0.1%
31999	2	< 0.1%
23434	1	< 0.1%
23181	2	< 0.1%

cool_user
Real number (ℝ)

Skewed Zeros

Distinct	1088
Distinct (%)	4.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	187.3557631

Minimum	0
Maximum	144849
Zeros	4673
Zeros (%)	19.8%
Negative	0
Negative (%)	0.0%
Memory size	184.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	6
Q3	37
95-th percentile	513.6
Maximum	144849
Range	144849
Interquartile range (IQR)	36

Descriptive statistics

Standard deviation	1809.915817
Coefficient of variation (CV)	9.660315684
Kurtosis	3568.001167
Mean	187.3557631
Median Absolute Deviation (MAD)	6
Skewness	49.27338467
Sum	4413165
Variance	3275795.264
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	4673	19.8%
1	2441	10.4%
2	1623	6.9%
3	1197	5.1%
4	908	3.9%
5	724	3.1%
6	621	2.6%
7	518	2.2%
8	449	1.9%
9	412	1.7%
Other values (1078)	9989	42.4%

Value	Count	Frequency (%)
0	4673	19.8%
1	2441	10.4%
2	1623	6.9%
3	1197	5.1%
4	908	3.9%

Value	Count	Frequency (%)
144849	2	< 0.1%
48327	2	< 0.1%
36305	1	< 0.1%
35684	2	< 0.1%
35149	1	< 0.1%

friends
Text

Missing

Distinct	16148
Distinct (%)	89.3%
Missing	5472
Missing (%)	23.2%
Memory size	184.1 KiB

Length

Max length	241726
Median length	47398
Mean length	3188.221534
Min length	22

Characters and Unicode

Total characters	57652610
Distinct characters	66
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	14736 ?
Unique (%)	81.5%

Sample

1st row	-yt-Kzb5VLqdgx66y0jpbA, 9pwNpW0_dPeXtV-lxvScLw, YFKEz6UlFmL4Rysn7BjLJg, Vi_Gbugb-IljxvbwY8Xmig, IiHANZOz1cnQwXNEvj3WDQ, JtIHFMOi2lFBbkGT-ouu3w, C6PPgxtvtW-FdvZ6jqe0hg, GW70iZkygtlElS8LAw5x4A, f7PUtJdA6lynUJbkjWWd0g, bc8d-kBrb8rq9OXL26HuGw
2nd row	gf6NEvu0s3P-oUNS24W62g, 0R-lVDbGUOzZ4L6WqNQdEA, tNvfavSPTy9qMm4fvDrXxg, EP0b0o0XlQyu8LfPl5ycZg, TUHMdVvs5mmQO-0I4HodGA, sbEXjCL2yb3aLCogvGXaTQ, Zq5fDL2hrLOTCH-C6Z6myg, 7igTVTgqI3WiqZp8hrgaMA, YOey1hkrcXEI1cj8WxCzpg, df-r5on1oqDjSzHutrQjng, gCdJ9DUo-fDQ5Fr_sDkRZQ, ET8n-r7glWYqZhuR6GcdNw, v8C3xD1y16LwzmOaCw9Yfw, vSizHt4yfUEa3hmyXNfZ2g, KnrxDPVArKA8ZDMnLsuq6Q, xJe2bKX81FeKdBXfDye_7Q, s63xxPNbqbazlUzSsjgw2Q, 0v9ouDw3jLW4dAt9Z60dWg, 4Bao-R_CHyD6Wz9xVgYyBQ, RI8WxmUqIlyTG7RzPjz3GA, AM76Kx9ND78WDCTpNflBqw, DkzzOG6YJ1nSb1WkjhUO3Q, Z-3cAINNMZOGLP88vw-JOg, cDCYfJAN6mWibM_R9_BUJQ, G37p7CJopxpM0WjT6x4dIg, Nr8HIiPpUNrltNV9SflvUA, mBkb5K_zrrYMUrGW4nkQAg, HtLt9-CZnjly4aISCASdEQ, 4lXwcTkAaoZoO17y9eOljQ, R95jUAYcnhesh9L5kCSeSA, lFqAZ5C4zjqpybByLXIK_g, BjPnkBbZLGJE1zRjEtZaEA, W-3V8XGi3uGlENm0P5X23A, 4MmNorV29QVhFIR7rij4vw, 4bGhFI8AMnPwqzBC-_AMrg
3rd row	vPx8j1ZGO5xzH7WCdRbr6g, 4enwSZNvMR_9dzR-xz5IFA, skjHmPQWMAbQp65EXyXDGQ, SYCCiFg7ltXnAXJMg1p-1A, Wa-DgCDkaB3O0xP3cJimFQ, DpAh1-Tbnymcddj-kLP90Q, r8jy4a5Gdcjf4LEec5w-Dw, 9TeaZ2V3NVWLWgBDKW2mkg, G3h8pIclwUbuu3itJqF7ug, kg3f_ku1flH5z83poSqShw, b_1LJQVNVO0ksCeWsEzRsg, VjA1teP4BA2y9ZNzfihr0w, K_C908Ay21p9TaEgVTk-1w, Z3InRhR7JpY6MjwL4E_3Gw, 4Az1WNp6AVen7lyzF3Q95A, 59FckJ10yiWsNkVUnGMGlA, 1pfMtKj-AHdTx3iorCv55Q, jZq51opDMNLWDWmnIOPc0w, lAW03ccfMEuRZiDqvVgc0w, ooSax4rjT4v7XEn0bInBBg, XCMeFVo1Q9vgSx2zpzB2mg, v0ZdZY-YXmdiYjoihbbumQ, gWmF_swJmebp2gJ8cm7JnA
4th row	ACUVZ4SiN0gni7dzVDm9EQ, CYQNdjHCL9nedkLMfKLHmg, Fz_f1svVq4LG7YslVU02KA, tM1OtFX8rcoUOThav3BqLQ, 9Z1ek1HumSmF_0qQPTkoGQ, FuPJG8piWbTA4y-ZeZriyQ, uTzyScF9NeDuz4oHOIuDhg, 5b-CUCsXx0mLXXGS2kPGYg, gVbGtb0ddk3VIF50YGLWug, t6UhGYIw-pQH3La-xy-E-g, 0XatZRISrvd_HuSBNbO2GQ, lJix8dFRFk4WvVpdRTyC0g, QV0oA19p0l_rTyNwH5MBbQ, j7dcryWb3T_ATrhIuYl7Jw, Nu2kOyS4ircX7rajM9msgQ, nr35WjC-YI0dFcsnW33Szw, pSJdvpyt5OEIASbFtw0YMg, f43zKjg92ylQECQUzVDiRg, -BpfbDGqFIozQJh1msLmeA, qN99XGjaVlyJs17mx5iFEg, HrH8_4f91USQQbEcvb430Q, -ieOr0_KwoB87z1p6kjT8w, SRH8CwQeHcBiNexZ4iYl3Q, 6tbXpUIU6upoeqWNDo9k_A, vrO4sc4McK9t-4l_KkkOjQ, 2AW0nAeoT4Z1xq7SJdobUA, RmtGM1MFXA5s3_QlgMhaGg, NYDypLyNSuZXf7GtAshnUA, 3jZ7W7ZPXBCX7opq1IUdPw, K4K2D68Ns3OX47yWO00G6w, sgV_8MsPO6XFYxo6jZpbrg, J0ukKyOfWP0yAPc9eI5g0Q, 9KPEd4l0S-dlWiXWtthtrA, LD11GO6SQT8zO4F7cyMSgg, N231SGujioV67lb80j5Qtw, WnChk1cCOaxvdzyMByxbog, eAYyPwGQ-Am-sOvCHI8Hqw, NWuFF7-HjYE9dvt_xGbEhw, OCbDToUPiGw4CI_WxQEk7w, 0FyfxrAMHm7AlrAkAXZQ9Q, B3I871VFGKO8E4hsxMKAqA, TBbiZm1k4-lluO1mFWdI6w, lt7bNHl-TXziny4FETu8nA, c9q-Su8fiGnXkNdC-EWJfg, kP3NMlZU_03S3MR7qAYpPQ, FZTkBavnUWVQRK3ULOxePQ, kGf7UPCWY95iwcw1nfPAYQ, h7p-GuaHFGsiKCF4g6Bjqg, eB9FeqoVZ9ZbCtvcFFTxrw, I2XEhv9zBeAJcwYIrnMf1g, 8xqbXAunnEv61SVFiFvQUg, z_GlvPy0Gzrd_ecrpiRirQ, RwAjfX8F4ZnwtmI6qY9-8Q, wLQdOvGMCMAmTqelvQMnPg, gHQ1agJeJm2oaDsWZmhdfg, ISG0TqxUWMlSFVtsjTBN_Q, Jccv1xIkz7SlqypbPLJ7Ig, q8dGeecL0HOgJMMaOzODbQ, 3z7E1Gg001_1YdZZYDnO2A, DkJya-j5ZPxygeusMoc5yQ, XYe-TEf2hyQRZMBUZREbFw, DOdTA53NiEQ1W68g0Cn10Q, 4eIiYi2Ax15RIWh1g5dBPg, 3s6XkeE2pyJAU4708iuGyA, dQZBhg0EL5hkhhs1r3_VrQ, IQZ9ec9kPf76ASBhazXC2w, mrhyWvx87-6wbUM61g-9Vw, -qTZ5gcALoQARjSNUZixPg, UqULiSnzgqq_nzTUkeTlXA, XlrhaNv4cvc4y5_X7QZgBg, l2k9XwPJy_xPxvQHQ17Ikg, FcW2QdsAxn1fNauHkq3iBw, vxJyrbVLVD9g9mpsgVrfbg, YziRZOh5MrqN5b84dQ9AIQ, crg97ztpsfvf6VQ0y8Nx1A, tDmNCfJhmmMeODShWZr_wQ, cnQXH0wqMce-s8P5gnUO3Q, NhgU7RhuYYFmpkb1jlYJ6Q, ySATcUvNYyV7fmKL_YuclQ
5th row	xB6hzmt8aZ06xqdFpLSRoA, mNJBfyWjFqa0cyW46_M1OQ, hWrPa_mY4eyz5m0hb3ZO5Q, DmdksmfNKLV50R-8Rz5FgQ, 646YwHUwOoPn5SMilVDOJg, nzF-kIeoazyG4C7c6Do1lQ, hWlY0ldmUSt7kdXbkrBYqA

Value	Count	Frequency (%)
et8n-r7glwyqzhur6gcdnw	1345	0.1%
oi1qbcz2m2snwueztgycnq	1298	0.1%
pou3bbksiozfh50rxmnmew	709	< 0.1%
ahrrg3t1gjphvtpz-k0g_g	620	< 0.1%
bcwykql16ndpbdggh2kna	593	< 0.1%
0pkcxx5peubhdkolnvsvaa	590	< 0.1%
bmvwbsl8l0imz4slonymaa	526	< 0.1%
dqucqwa-chwhuczwqixkkg	495	< 0.1%
ejnwyot0rlywn84dwyc0ra	494	< 0.1%
c3hpsx_edfesmxec1hbzpa	482	< 0.1%
Other values (1228307)	2396547	99.7%

Most occurring characters

Value	Count	Frequency (%)
,	2385616	4.1%
	2385616	4.1%
w	1398584	2.4%
Q	1393555	2.4%
A	1391942	2.4%
g	1382974	2.4%
W	798397	1.4%
p	795526	1.4%
I	794636	1.4%
c	794238	1.4%
Other values (56)	44131526	76.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	57652610	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
,	2385616	4.1%
	2385616	4.1%
w	1398584	2.4%
Q	1393555	2.4%
A	1391942	2.4%
g	1382974	2.4%
W	798397	1.4%
p	795526	1.4%
I	794636	1.4%
c	794238	1.4%
Other values (56)	44131526	76.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	57652610	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
,	2385616	4.1%
	2385616	4.1%
w	1398584	2.4%
Q	1393555	2.4%
A	1391942	2.4%
g	1382974	2.4%
W	798397	1.4%
p	795526	1.4%
I	794636	1.4%
c	794238	1.4%
Other values (56)	44131526	76.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	57652610	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
,	2385616	4.1%
	2385616	4.1%
w	1398584	2.4%
Q	1393555	2.4%
A	1391942	2.4%
g	1382974	2.4%
W	798397	1.4%
p	795526	1.4%
I	794636	1.4%
c	794238	1.4%
Other values (56)	44131526	76.5%

fans
Real number (ℝ)

Skewed Zeros

Distinct	246
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9.545786457

Minimum	0
Maximum	2388
Zeros	11407
Zeros (%)	48.4%
Negative	0
Negative (%)	0.0%
Memory size	184.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	4
95-th percentile	39
Maximum	2388
Range	2388
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	51.52872121
Coefficient of variation (CV)	5.398059284
Kurtosis	765.3890347
Mean	9.545786457
Median Absolute Deviation (MAD)	1
Skewness	22.4532426
Sum	224851
Variance	2655.20911
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	11407	48.4%
1	3444	14.6%
2	1593	6.8%
3	966	4.1%
4	655	2.8%
5	546	2.3%
6	446	1.9%
7	345	1.5%
8	276	1.2%
9	236	1.0%
Other values (236)	3641	15.5%

Value	Count	Frequency (%)
0	11407	48.4%
1	3444	14.6%
2	1593	6.8%
3	966	4.1%
4	655	2.8%

Value	Count	Frequency (%)
2388	1	< 0.1%
2086	4	< 0.1%
1761	1	< 0.1%
971	1	< 0.1%
944	2	< 0.1%

average_stars
Real number (ℝ)

Distinct	362
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.796229675

Minimum	1
Maximum	5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	184.1 KiB

Quantile statistics

Minimum	1
5-th percentile	2.5
Q1	3.47
median	3.88
Q3	4.24
95-th percentile	4.91
Maximum	5
Range	4
Interquartile range (IQR)	0.77

Descriptive statistics

Standard deviation	0.7148677045
Coefficient of variation (CV)	0.1883099195
Kurtosis	2.08744393
Mean	3.796229675
Median Absolute Deviation (MAD)	0.38
Skewness	-1.032549139
Sum	89420.19
Variance	0.511035835
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5	1074	4.6%
4	839	3.6%
3	515	2.2%
3.67	354	1.5%
4.5	354	1.5%
3.5	307	1.3%
4.33	259	1.1%
4.2	242	1.0%
1	232	1.0%
3.83	217	0.9%
Other values (352)	19162	81.4%

Value	Count	Frequency (%)
1	232	1.0%
1.09	1	< 0.1%
1.11	1	< 0.1%
1.13	2	< 0.1%
1.14	1	< 0.1%

Value	Count	Frequency (%)
5	1074	4.6%
4.98	3	< 0.1%
4.97	4	< 0.1%
4.96	9	< 0.1%
4.95	10	< 0.1%

compliment_hot
Real number (ℝ)

Skewed Zeros

Distinct	272
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11.82288262

Minimum	0
Maximum	10944
Zeros	16418
Zeros (%)	69.7%
Negative	0
Negative (%)	0.0%
Memory size	184.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	32
Maximum	10944
Range	10944
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	148.0430557
Coefficient of variation (CV)	12.52173945
Kurtosis	2571.166429
Mean	11.82288262
Median Absolute Deviation (MAD)	0
Skewness	44.59105302
Sum	278488
Variance	21916.74633
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	16418	69.7%
1	1918	8.1%
2	859	3.6%
3	512	2.2%
4	343	1.5%
5	283	1.2%
6	210	0.9%
7	194	0.8%
9	141	0.6%
11	139	0.6%
Other values (262)	2538	10.8%

Value	Count	Frequency (%)
0	16418	69.7%
1	1918	8.1%
2	859	3.6%
3	512	2.2%
4	343	1.5%

Value	Count	Frequency (%)
10944	1	< 0.1%
9597	1	< 0.1%
6360	2	< 0.1%
6008	1	< 0.1%
5264	1	< 0.1%

compliment_more
Real number (ℝ)

Skewed Zeros

Distinct	90
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.962173636

Minimum	0
Maximum	4347
Zeros	16580
Zeros (%)	70.4%
Negative	0
Negative (%)	0.0%
Memory size	184.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	7
Maximum	4347
Range	4347
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	32.12444445
Coefficient of variation (CV)	16.37186631
Kurtosis	14398.21097
Mean	1.962173636
Median Absolute Deviation (MAD)	0
Skewness	110.6141755
Sum	46219
Variance	1031.979931
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	16580	70.4%
1	2787	11.8%
2	1229	5.2%
3	695	3.0%
4	490	2.1%
5	339	1.4%
6	236	1.0%
8	167	0.7%
7	163	0.7%
9	114	0.5%
Other values (80)	755	3.2%

Value	Count	Frequency (%)
0	16580	70.4%
1	2787	11.8%
2	1229	5.2%
3	695	3.0%
4	490	2.1%

Value	Count	Frequency (%)
4347	1	< 0.1%
1220	2	< 0.1%
586	2	< 0.1%
411	1	< 0.1%
373	1	< 0.1%

compliment_profile
Real number (ℝ)

Skewed Zeros

Distinct	78
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.306601571

Minimum	0
Maximum	7039
Zeros	19733
Zeros (%)	83.8%
Negative	0
Negative (%)	0.0%
Memory size	184.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	3
Maximum	7039
Range	7039
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	48.53644529
Coefficient of variation (CV)	37.14708935
Kurtosis	18827.33143
Mean	1.306601571
Median Absolute Deviation (MAD)	0
Skewness	131.6900256
Sum	30777
Variance	2355.786521
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	19733	83.8%
1	1863	7.9%
2	662	2.8%
3	377	1.6%
4	190	0.8%
5	128	0.5%
6	85	0.4%
7	72	0.3%
11	51	0.2%
8	38	0.2%
Other values (68)	356	1.5%

Value	Count	Frequency (%)
0	19733	83.8%
1	1863	7.9%
2	662	2.8%
3	377	1.6%
4	190	0.8%

Value	Count	Frequency (%)
7039	1	< 0.1%
1387	2	< 0.1%
541	2	< 0.1%
531	1	< 0.1%
433	1	< 0.1%

compliment_cute
Real number (ℝ)

Skewed Zeros

Distinct	76
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.7723625557

Minimum	0
Maximum	1622
Zeros	21104
Zeros (%)	89.6%
Negative	0
Negative (%)	0.0%
Memory size	184.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	2
Maximum	1622
Range	1622
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	16.69260085
Coefficient of variation (CV)	21.61239009
Kurtosis	6256.814899
Mean	0.7723625557
Median Absolute Deviation (MAD)	0
Skewness	74.11325167
Sum	18193
Variance	278.642923
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	21104	89.6%
1	1219	5.2%
2	415	1.8%
3	161	0.7%
4	130	0.6%
7	60	0.3%
6	58	0.2%
5	55	0.2%
8	44	0.2%
10	37	0.2%
Other values (66)	272	1.2%

Value	Count	Frequency (%)
0	21104	89.6%
1	1219	5.2%
2	415	1.8%
3	161	0.7%
4	130	0.6%

Value	Count	Frequency (%)
1622	1	< 0.1%
1224	2	< 0.1%
386	1	< 0.1%
355	1	< 0.1%
345	1	< 0.1%

compliment_list
Real number (ℝ)

Skewed Zeros

Distinct	54
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.6143918489

Minimum	0
Maximum	2607
Zeros	22013
Zeros (%)	93.5%
Negative	0
Negative (%)	0.0%
Memory size	184.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	2607
Range	2607
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	20.63713693
Coefficient of variation (CV)	33.58953568
Kurtosis	11670.36262
Mean	0.6143918489
Median Absolute Deviation (MAD)	0
Skewness	101.3395688
Sum	14472
Variance	425.8914206
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	22013	93.5%
1	642	2.7%
2	227	1.0%
3	112	0.5%
4	100	0.4%
5	72	0.3%
6	52	0.2%
7	43	0.2%
9	34	0.1%
8	31	0.1%
Other values (44)	229	1.0%

Value	Count	Frequency (%)
0	22013	93.5%
1	642	2.7%
2	227	1.0%
3	112	0.5%
4	100	0.4%

Value	Count	Frequency (%)
2607	1	< 0.1%
1165	2	< 0.1%
360	1	< 0.1%
342	1	< 0.1%
233	1	< 0.1%

compliment_note
Real number (ℝ)

Skewed Zeros

Distinct	260
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	10.88168117

Minimum	0
Maximum	8616
Zeros	12784
Zeros (%)	54.3%
Negative	0
Negative (%)	0.0%
Memory size	184.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	3
95-th percentile	33
Maximum	8616
Range	8616
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	97.0277776
Coefficient of variation (CV)	8.916616474
Kurtosis	2878.851697
Mean	10.88168117
Median Absolute Deviation (MAD)	0
Skewness	41.13657172
Sum	256318
Variance	9414.389626
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	12784	54.3%
1	3244	13.8%
2	1480	6.3%
3	928	3.9%
4	563	2.4%
5	421	1.8%
6	341	1.4%
7	294	1.2%
8	242	1.0%
9	240	1.0%
Other values (250)	3018	12.8%

Value	Count	Frequency (%)
0	12784	54.3%
1	3244	13.8%
2	1480	6.3%
3	928	3.9%
4	563	2.4%

Value	Count	Frequency (%)
8616	1	< 0.1%
3190	1	< 0.1%
3013	1	< 0.1%
2466	3	< 0.1%
2238	2	< 0.1%

compliment_plain
Real number (ℝ)

Skewed Zeros

Distinct	383
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	24.78221184

Minimum	0
Maximum	11756
Zeros	12576
Zeros (%)	53.4%
Negative	0
Negative (%)	0.0%
Memory size	184.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	3
95-th percentile	48
Maximum	11756
Range	11756
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	261.9677148
Coefficient of variation (CV)	10.57079636
Kurtosis	674.9937511
Mean	24.78221184
Median Absolute Deviation (MAD)	0
Skewness	23.74473021
Sum	583745
Variance	68627.08358
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	12576	53.4%
1	3314	14.1%
2	1398	5.9%
3	818	3.5%
4	546	2.3%
5	444	1.9%
6	322	1.4%
7	276	1.2%
8	260	1.1%
9	194	0.8%
Other values (373)	3407	14.5%

Value	Count	Frequency (%)
0	12576	53.4%
1	3314	14.1%
2	1398	5.9%
3	818	3.5%
4	546	2.3%

Value	Count	Frequency (%)
11756	1	< 0.1%
9175	1	< 0.1%
7830	5	< 0.1%
7431	1	< 0.1%
6794	4	< 0.1%

compliment_cool
Real number (ℝ)

Skewed Zeros

Distinct	367
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	19.48970495

Minimum	0
Maximum	13280
Zeros	14323
Zeros (%)	60.8%
Negative	0
Negative (%)	0.0%
Memory size	184.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	2
95-th percentile	49.3
Maximum	13280
Range	13280
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	198.3726881
Coefficient of variation (CV)	10.17833203
Kurtosis	1564.681723
Mean	19.48970495
Median Absolute Deviation (MAD)	0
Skewness	33.61374117
Sum	459080
Variance	39351.72337
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	14323	60.8%
1	2336	9.9%
2	1034	4.4%
3	636	2.7%
4	439	1.9%
5	378	1.6%
6	310	1.3%
7	245	1.0%
9	215	0.9%
8	205	0.9%
Other values (357)	3434	14.6%

Value	Count	Frequency (%)
0	14323	60.8%
1	2336	9.9%
2	1034	4.4%
3	636	2.7%
4	439	1.9%

Value	Count	Frequency (%)
13280	1	< 0.1%
9419	1	< 0.1%
8258	2	< 0.1%
6728	2	< 0.1%
6514	1	< 0.1%

compliment_funny
Real number (ℝ)

Skewed Zeros

Distinct	367
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	19.48970495

Minimum	0
Maximum	13280
Zeros	14323
Zeros (%)	60.8%
Negative	0
Negative (%)	0.0%
Memory size	184.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	2
95-th percentile	49.3
Maximum	13280
Range	13280
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	198.3726881
Coefficient of variation (CV)	10.17833203
Kurtosis	1564.681723
Mean	19.48970495
Median Absolute Deviation (MAD)	0
Skewness	33.61374117
Sum	459080
Variance	39351.72337
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	14323	60.8%
1	2336	9.9%
2	1034	4.4%
3	636	2.7%
4	439	1.9%
5	378	1.6%
6	310	1.3%
7	245	1.0%
9	215	0.9%
8	205	0.9%
Other values (357)	3434	14.6%

Value	Count	Frequency (%)
0	14323	60.8%
1	2336	9.9%
2	1034	4.4%
3	636	2.7%
4	439	1.9%

Value	Count	Frequency (%)
13280	1	< 0.1%
9419	1	< 0.1%
8258	2	< 0.1%
6728	2	< 0.1%
6514	1	< 0.1%

name_business
Text

Distinct	3237
Distinct (%)	13.7%
Missing	0
Missing (%)	0.0%
Memory size	184.1 KiB

Length

Max length	59
Median length	43
Mean length	17.72163023
Min length	2

Characters and Unicode

Total characters	417433
Distinct characters	82
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	781 ?
Unique (%)	3.3%

Sample

1st row	Chris's Sandwich Shop
2nd row	Chris's Sandwich Shop
3rd row	Chris's Sandwich Shop
4th row	Yelo'd Ice Cream
5th row	David's Southern Fried Pies

Value	Count	Frequency (%)
	3914	5.7%
the	1664	2.4%
cafe	1620	2.4%
restaurant	1560	2.3%
bar	1548	2.3%
grill	1080	1.6%
pizza	904	1.3%
sushi	626	0.9%
house	584	0.9%
and	553	0.8%
Other values (3657)	54641	79.5%

Most occurring characters

Value	Count	Frequency (%)
	45203	10.8%
e	37734	9.0%
a	37281	8.9%
r	25302	6.1%
i	23505	5.6%
o	21024	5.0%
s	20807	5.0%
n	20269	4.9%
t	17494	4.2%
l	14854	3.6%
Other values (72)	153960	36.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	417433	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	45203	10.8%
e	37734	9.0%
a	37281	8.9%
r	25302	6.1%
i	23505	5.6%
o	21024	5.0%
s	20807	5.0%
n	20269	4.9%
t	17494	4.2%
l	14854	3.6%
Other values (72)	153960	36.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	417433	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	45203	10.8%
e	37734	9.0%
a	37281	8.9%
r	25302	6.1%
i	23505	5.6%
o	21024	5.0%
s	20807	5.0%
n	20269	4.9%
t	17494	4.2%
l	14854	3.6%
Other values (72)	153960	36.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	417433	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	45203	10.8%
e	37734	9.0%
a	37281	8.9%
r	25302	6.1%
i	23505	5.6%
o	21024	5.0%
s	20807	5.0%
n	20269	4.9%
t	17494	4.2%
l	14854	3.6%
Other values (72)	153960	36.9%

stars_business
Real number (ℝ)

Distinct	9
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.78066228

Minimum	1
Maximum	5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	184.1 KiB

Quantile statistics

Minimum	1
5-th percentile	2.5
Q1	3.5
median	4
Q3	4
95-th percentile	4.5
Maximum	5
Range	4
Interquartile range (IQR)	0.5

Descriptive statistics

Standard deviation	0.6072655142
Coefficient of variation (CV)	0.1606241101
Kurtosis	1.242365586
Mean	3.78066228
Median Absolute Deviation (MAD)	0.5
Skewness	-0.9395186803
Sum	89053.5
Variance	0.3687714048
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
4	9212	39.1%
3.5	5628	23.9%
4.5	4596	19.5%
3	2336	9.9%
2.5	1001	4.2%
2	353	1.5%
5	278	1.2%
1.5	136	0.6%
1	15	0.1%

Value	Count	Frequency (%)
1	15	0.1%
1.5	136	0.6%
2	353	1.5%
2.5	1001	4.2%
3	2336	9.9%

Value	Count	Frequency (%)
5	278	1.2%
4.5	4596	19.5%
4	9212	39.1%
3.5	5628	23.9%
3	2336	9.9%

review_count_business
Real number (ℝ)

Distinct	519
Distinct (%)	2.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	449.497007

Minimum	5
Maximum	4554
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	184.1 KiB

Quantile statistics

Minimum	5
5-th percentile	22
Q1	92
median	228
Q3	519
95-th percentile	1865
Maximum	4554
Range	4549
Interquartile range (IQR)	427

Descriptive statistics

Standard deviation	647.7056533
Coefficient of variation (CV)	1.440956543
Kurtosis	16.48505806
Mean	449.497007
Median Absolute Deviation (MAD)	165
Skewness	3.514084757
Sum	10587902
Variance	419522.6133
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4554	255	1.1%
2084	147	0.6%
2064	126	0.5%
2062	124	0.5%
2404	119	0.5%
2063	115	0.5%
770	112	0.5%
1963	112	0.5%
446	106	0.5%
41	101	0.4%
Other values (509)	22238	94.4%

Value	Count	Frequency (%)
5	54	0.2%
6	54	0.2%
7	69	0.3%
8	69	0.3%
9	72	0.3%

Value	Count	Frequency (%)
4554	255	1.1%
2404	119	0.5%
2126	99	0.4%
2084	147	0.6%
2064	126	0.5%

is_open
Real number (ℝ)

Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.736531522

Minimum	0
Maximum	1
Zeros	6206
Zeros (%)	26.3%
Negative	0
Negative (%)	0.0%
Memory size	184.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	1
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.4405236404
Coefficient of variation (CV)	0.598105617
Kurtosis	-0.846689397
Mean	0.736531522
Median Absolute Deviation (MAD)	0
Skewness	-1.073956471
Sum	17349
Variance	0.1940610778
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
1	17349	73.7%
0	6206	26.3%

Value	Count	Frequency (%)
0	6206	26.3%
1	17349	73.7%

Value	Count	Frequency (%)
1	17349	73.7%
0	6206	26.3%

attributes
Text

Distinct	3796
Distinct (%)	16.1%
Missing	32
Missing (%)	0.1%
Memory size	184.1 KiB

Length

Max length	1393
Median length	1200
Mean length	892.2020576
Min length	29

Characters and Unicode

Total characters	20987269
Distinct characters	58
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1081 ?
Unique (%)	4.6%

Sample

1st row	{'GoodForKids': 'True', 'RestaurantsAttire': "'casual'", 'BYOBCorkage': "'yes_free'", 'Corkage': 'False', 'BYOB': 'False', 'RestaurantsGoodForGroups': 'True', 'RestaurantsPriceRange2': '1', 'RestaurantsDelivery': 'False', 'Ambience': "{'romantic': False, 'intimate': False, 'classy': False, 'hipster': False, 'divey': False, 'touristy': False, 'trendy': False, 'upscale': False, 'casual': True}", 'Caters': 'True', 'Alcohol': "u'none'", 'DogsAllowed': 'False', 'NoiseLevel': "u'quiet'", 'BikeParking': 'True', 'RestaurantsReservations': 'False', 'BusinessAcceptsBitcoin': 'False', 'GoodForMeal': "{'dessert': False, 'latenight': False, 'lunch': True, 'dinner': True, 'brunch': False, 'breakfast': False}", 'BusinessParking': "{'garage': False, 'street': False, 'validated': False, 'lot': True, 'valet': False}", 'OutdoorSeating': 'False', 'WiFi': "u'free'", 'BusinessAcceptsCreditCards': 'True', 'RestaurantsTakeOut': 'True', 'HasTV': 'True', 'RestaurantsTableService': 'False'}
2nd row	{'GoodForKids': 'True', 'RestaurantsAttire': "'casual'", 'BYOBCorkage': "'yes_free'", 'Corkage': 'False', 'BYOB': 'False', 'RestaurantsGoodForGroups': 'True', 'RestaurantsPriceRange2': '1', 'RestaurantsDelivery': 'False', 'Ambience': "{'romantic': False, 'intimate': False, 'classy': False, 'hipster': False, 'divey': False, 'touristy': False, 'trendy': False, 'upscale': False, 'casual': True}", 'Caters': 'True', 'Alcohol': "u'none'", 'DogsAllowed': 'False', 'NoiseLevel': "u'quiet'", 'BikeParking': 'True', 'RestaurantsReservations': 'False', 'BusinessAcceptsBitcoin': 'False', 'GoodForMeal': "{'dessert': False, 'latenight': False, 'lunch': True, 'dinner': True, 'brunch': False, 'breakfast': False}", 'BusinessParking': "{'garage': False, 'street': False, 'validated': False, 'lot': True, 'valet': False}", 'OutdoorSeating': 'False', 'WiFi': "u'free'", 'BusinessAcceptsCreditCards': 'True', 'RestaurantsTakeOut': 'True', 'HasTV': 'True', 'RestaurantsTableService': 'False'}
3rd row	{'GoodForKids': 'True', 'RestaurantsAttire': "'casual'", 'BYOBCorkage': "'yes_free'", 'Corkage': 'False', 'BYOB': 'False', 'RestaurantsGoodForGroups': 'True', 'RestaurantsPriceRange2': '1', 'RestaurantsDelivery': 'False', 'Ambience': "{'romantic': False, 'intimate': False, 'classy': False, 'hipster': False, 'divey': False, 'touristy': False, 'trendy': False, 'upscale': False, 'casual': True}", 'Caters': 'True', 'Alcohol': "u'none'", 'DogsAllowed': 'False', 'NoiseLevel': "u'quiet'", 'BikeParking': 'True', 'RestaurantsReservations': 'False', 'BusinessAcceptsBitcoin': 'False', 'GoodForMeal': "{'dessert': False, 'latenight': False, 'lunch': True, 'dinner': True, 'brunch': False, 'breakfast': False}", 'BusinessParking': "{'garage': False, 'street': False, 'validated': False, 'lot': True, 'valet': False}", 'OutdoorSeating': 'False', 'WiFi': "u'free'", 'BusinessAcceptsCreditCards': 'True', 'RestaurantsTakeOut': 'True', 'HasTV': 'True', 'RestaurantsTableService': 'False'}
4th row	{'RestaurantsTakeOut': 'True', 'RestaurantsDelivery': 'True', 'WiFi': "'no'", 'Caters': 'True', 'RestaurantsPriceRange2': '2', 'DriveThru': 'False', 'WheelchairAccessible': 'False', 'BusinessParking': "{'garage': False, 'street': True, 'validated': False, 'lot': False, 'valet': False}", 'BikeParking': 'True', 'DogsAllowed': 'True'}
5th row	{'BusinessAcceptsBitcoin': 'False', 'Caters': 'False', 'BikeParking': 'True', 'RestaurantsPriceRange2': '1', 'BusinessAcceptsCreditCards': 'True', 'WheelchairAccessible': 'False', 'DogsAllowed': 'True', 'BusinessParking': "{'garage': False, 'street': False, 'validated': False, 'lot': True, 'valet': False}", 'HappyHour': 'False', 'RestaurantsTakeOut': 'True'}

Value	Count	Frequency (%)
false	442941	23.9%
true	296285	16.0%
none	37087	2.0%
casual	27612	1.5%
restaurantspricerange2	23300	1.3%
businessparking	23224	1.3%
businessacceptscreditcards	23088	1.2%
restaurantstakeout	23050	1.2%
restaurantsdelivery	22493	1.2%
lot	22252	1.2%
Other values (142)	908212	49.1%

Most occurring characters

Value	Count	Frequency (%)
'	2737496	13.0%
e	1932179	9.2%
	1826021	8.7%
a	1438657	6.9%
s	1394799	6.6%
r	1072020	5.1%
:	960863	4.6%
t	875165	4.2%
,	865158	4.1%
u	855360	4.1%
Other values (48)	7029551	33.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	20987269	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
'	2737496	13.0%
e	1932179	9.2%
	1826021	8.7%
a	1438657	6.9%
s	1394799	6.6%
r	1072020	5.1%
:	960863	4.6%
t	875165	4.2%
,	865158	4.1%
u	855360	4.1%
Other values (48)	7029551	33.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	20987269	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
'	2737496	13.0%
e	1932179	9.2%
	1826021	8.7%
a	1438657	6.9%
s	1394799	6.6%
r	1072020	5.1%
:	960863	4.6%
t	875165	4.2%
,	865158	4.1%
u	855360	4.1%
Other values (48)	7029551	33.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	20987269	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
'	2737496	13.0%
e	1932179	9.2%
	1826021	8.7%
a	1438657	6.9%
s	1394799	6.6%
r	1072020	5.1%
:	960863	4.6%
t	875165	4.2%
,	865158	4.1%
u	855360	4.1%
Other values (48)	7029551	33.5%

categories
Text

Distinct	2881
Distinct (%)	12.2%
Missing	0
Missing (%)	0.0%
Memory size	184.1 KiB

Length

Max length	235
Median length	159
Mean length	63.55716408
Min length	4

Characters and Unicode

Total characters	1497089
Distinct characters	57
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	705 ?
Unique (%)	3.0%

Sample

1st row	American (Traditional), Restaurants, Pizza, Sandwiches, Meat Shops, Food, Wraps, Delis, Specialty Food, Salad
2nd row	American (Traditional), Restaurants, Pizza, Sandwiches, Meat Shops, Food, Wraps, Delis, Specialty Food, Salad
3rd row	American (Traditional), Restaurants, Pizza, Sandwiches, Meat Shops, Food, Wraps, Delis, Specialty Food, Salad
4th row	Food, Ice Cream & Frozen Yogurt, Bakeries
5th row	Desserts, Food

Value	Count	Frequency (%)
restaurants	21667	11.7%
	13823	7.5%
food	12758	6.9%
bars	11419	6.2%
american	9607	5.2%
nightlife	6414	3.5%
new	5022	2.7%
traditional	4288	2.3%
breakfast	4188	2.3%
brunch	4158	2.2%
Other values (478)	91618	49.5%

Most occurring characters

Value	Count	Frequency (%)
	161407	10.8%
a	137111	9.2%
e	132188	8.8%
s	103838	6.9%
,	103242	6.9%
r	93052	6.2%
t	88286	5.9%
n	81349	5.4%
i	71863	4.8%
o	59333	4.0%
Other values (47)	465420	31.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1497089	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	161407	10.8%
a	137111	9.2%
e	132188	8.8%
s	103838	6.9%
,	103242	6.9%
r	93052	6.2%
t	88286	5.9%
n	81349	5.4%
i	71863	4.8%
o	59333	4.0%
Other values (47)	465420	31.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1497089	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	161407	10.8%
a	137111	9.2%
e	132188	8.8%
s	103838	6.9%
,	103242	6.9%
r	93052	6.2%
t	88286	5.9%
n	81349	5.4%
i	71863	4.8%
o	59333	4.0%
Other values (47)	465420	31.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1497089	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	161407	10.8%
a	137111	9.2%
e	132188	8.8%
s	103838	6.9%
,	103242	6.9%
r	93052	6.2%
t	88286	5.9%
n	81349	5.4%
i	71863	4.8%
o	59333	4.0%
Other values (47)	465420	31.1%

hours
Text

Missing

Distinct	2366
Distinct (%)	10.5%
Missing	959
Missing (%)	4.1%
Memory size	184.1 KiB

Length

Max length	183
Median length	179
Mean length	157.547619
Min length	21

Characters and Unicode

Total characters	3559946
Distinct characters	34
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	493 ?
Unique (%)	2.2%

Sample

1st row	{'Monday': '11:0-21:0', 'Tuesday': '11:0-21:0', 'Wednesday': '11:0-21:0', 'Thursday': '11:0-21:0', 'Friday': '11:0-21:0', 'Saturday': '11:0-21:0', 'Sunday': '11:0-21:0'}
2nd row	{'Monday': '11:0-21:0', 'Tuesday': '11:0-21:0', 'Wednesday': '11:0-21:0', 'Thursday': '11:0-21:0', 'Friday': '11:0-21:0', 'Saturday': '11:0-21:0', 'Sunday': '11:0-21:0'}
3rd row	{'Monday': '11:0-21:0', 'Tuesday': '11:0-21:0', 'Wednesday': '11:0-21:0', 'Thursday': '11:0-21:0', 'Friday': '11:0-21:0', 'Saturday': '11:0-21:0', 'Sunday': '11:0-21:0'}
4th row	{'Monday': '15:0-21:0', 'Tuesday': '16:0-22:0', 'Wednesday': '16:0-22:0', 'Thursday': '15:0-21:0', 'Friday': '12:0-22:0', 'Saturday': '12:0-22:0', 'Sunday': '12:0-21:0'}
5th row	{'Monday': '0:0-0:0', 'Tuesday': '12:0-19:0', 'Wednesday': '12:0-19:0', 'Thursday': '8:0-12:0', 'Friday': '11:0-19:0', 'Saturday': '11:0-19:0', 'Sunday': '11:0-19:0'}

Value	Count	Frequency (%)
friday	22463	7.6%
thursday	22309	7.5%
saturday	22286	7.5%
wednesday	21587	7.3%
tuesday	20255	6.8%
sunday	19866	6.7%
monday	19787	6.7%
11:0-21:0	12905	4.3%
11:0-22:0	11824	4.0%
0:0-0:0	9055	3.0%
Other values (534)	114769	38.6%

Most occurring characters

Value	Count	Frequency (%)
'	594212	16.7%
:	445659	12.5%
0	346813	9.7%
	274510	7.7%
1	230847	6.5%
a	170839	4.8%
d	170140	4.8%
-	148553	4.2%
y	148553	4.2%
2	142449	4.0%
Other values (24)	887371	24.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	3559946	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
'	594212	16.7%
:	445659	12.5%
0	346813	9.7%
	274510	7.7%
1	230847	6.5%
a	170839	4.8%
d	170140	4.8%
-	148553	4.2%
y	148553	4.2%
2	142449	4.0%
Other values (24)	887371	24.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	3559946	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
'	594212	16.7%
:	445659	12.5%
0	346813	9.7%
	274510	7.7%
1	230847	6.5%
a	170839	4.8%
d	170140	4.8%
-	148553	4.2%
y	148553	4.2%
2	142449	4.0%
Other values (24)	887371	24.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	3559946	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
'	594212	16.7%
:	445659	12.5%
0	346813	9.7%
	274510	7.7%
1	230847	6.5%
a	170839	4.8%
d	170140	4.8%
-	148553	4.2%
y	148553	4.2%
2	142449	4.0%
Other values (24)	887371	24.9%

checkin_count
Real number (ℝ)

Constant

Distinct	1
Distinct (%)	< 0.1%
Missing	46
Missing (%)	0.2%
Infinite	0
Infinite (%)	0.0%
Mean	1

Minimum	1
Maximum	1
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	184.1 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	1
Q3	1
95-th percentile	1
Maximum	1
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	0
Kurtosis	0
Mean	1
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	23509
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
1	23509	99.8%
(Missing)	46	0.2%

Value	Count	Frequency (%)
1	23509	99.8%

Value	Count	Frequency (%)
1	23509	99.8%

tip_count
Real number (ℝ)

Missing

Distinct	150
Distinct (%)	0.6%
Missing	242
Missing (%)	1.0%
Infinite	0
Infinite (%)	0.0%
Mean	64.6867842

Minimum	1
Maximum	608
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	184.1 KiB

Quantile statistics

Minimum	1
5-th percentile	3
Q1	14
median	32
Q3	76
95-th percentile	233
Maximum	608
Range	607
Interquartile range (IQR)	62

Descriptive statistics

Standard deviation	89.66276158
Coefficient of variation (CV)	1.386106338
Kurtosis	13.96394729
Mean	64.6867842
Median Absolute Deviation (MAD)	23
Skewness	3.239066363
Sum	1508043
Variance	8039.410814
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8	507	2.2%
5	505	2.1%
6	504	2.1%
7	469	2.0%
3	460	2.0%
10	448	1.9%
17	443	1.9%
9	440	1.9%
14	435	1.8%
2	435	1.8%
Other values (140)	18667	79.2%

Value	Count	Frequency (%)
1	381	1.6%
2	435	1.8%
3	460	2.0%
4	430	1.8%
5	505	2.1%

Value	Count	Frequency (%)
608	255	1.1%
346	147	0.6%
327	83	0.4%
323	99	0.4%
302	36	0.2%

tip_compliment_count_avg
Real number (ℝ)

Missing Zeros

Distinct	181
Distinct (%)	0.8%
Missing	242
Missing (%)	1.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.01251023043

Minimum	0
Maximum	1
Zeros	14897
Zeros (%)	63.2%
Negative	0
Negative (%)	0.0%
Memory size	184.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.0119760479
95-th percentile	0.05882352941
Maximum	1
Range	1
Interquartile range (IQR)	0.0119760479

Descriptive statistics

Standard deviation	0.0344562087
Coefficient of variation (CV)	2.754242528
Kurtosis	146.1509307
Mean	0.01251023043
Median Absolute Deviation (MAD)	0
Skewness	9.039386304
Sum	291.6510021
Variance	0.001187230318
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	14897	63.2%
0.009868421053	255	1.1%
0.005780346821	147	0.6%
0.007662835249	126	0.5%
0.01544401544	124	0.5%
0.007380073801	119	0.5%
0.008733624454	115	0.5%
0.01069518717	112	0.5%
0.05882352941	108	0.5%
0.06666666667	107	0.5%
Other values (171)	7203	30.6%
(Missing)	242	1.0%

Value	Count	Frequency (%)
0	14897	63.2%
0.003663003663	64	0.3%
0.004329004329	90	0.4%
0.005076142132	88	0.4%
0.005347593583	50	0.2%

Value	Count	Frequency (%)
1	2	< 0.1%
0.75	3	< 0.1%
0.6	4	< 0.1%
0.5714285714	1	< 0.1%
0.5	17	0.1%

address
Text

Distinct	3802
Distinct (%)	16.1%
Missing	0
Missing (%)	0.0%
Memory size	184.1 KiB

Length

Max length	143
Median length	117
Mean length	77.02912333
Min length	53

Characters and Unicode

Total characters	1814421
Distinct characters	73
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1088 ?
Unique (%)	4.6%

Sample

1st row	1531 W Wynnewood Rd, Ardmore, PA 19003 \| Lat: 39.9972988, Long: -75.2922074
2nd row	1531 W Wynnewood Rd, Ardmore, PA 19003 \| Lat: 39.9972988, Long: -75.2922074
3rd row	1531 W Wynnewood Rd, Ardmore, PA 19003 \| Lat: 39.9972988, Long: -75.2922074
4th row	10150A 82 Ave, Edmonton, AB T6E 1Z4 \| Lat: 53.518487, Long: -113.493183
5th row	8601 Frankford Ave, Philadelphia, PA 19136 \| Lat: 40.046191, Long: -75.0150899

Value	Count	Frequency (%)
	23738	8.3%
long	23556	8.3%
lat	23555	8.3%
st	9824	3.4%
pa	6178	2.2%
ave	4983	1.7%
philadelphia	4106	1.4%
fl	3506	1.2%
s	3184	1.1%
la	3133	1.1%
Other values (12397)	179595	62.9%

Most occurring characters

Value	Count	Frequency (%)
	261828	14.4%
1	88093	4.9%
3	76598	4.2%
9	74116	4.1%
0	73752	4.1%
,	72846	4.0%
a	68567	3.8%
2	65000	3.6%
7	61662	3.4%
5	57873	3.2%
Other values (63)	914086	50.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1814421	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	261828	14.4%
1	88093	4.9%
3	76598	4.2%
9	74116	4.1%
0	73752	4.1%
,	72846	4.0%
a	68567	3.8%
2	65000	3.6%
7	61662	3.4%
5	57873	3.2%
Other values (63)	914086	50.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1814421	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	261828	14.4%
1	88093	4.9%
3	76598	4.2%
9	74116	4.1%
0	73752	4.1%
,	72846	4.0%
a	68567	3.8%
2	65000	3.6%
7	61662	3.4%
5	57873	3.2%
Other values (63)	914086	50.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1814421	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	261828	14.4%
1	88093	4.9%
3	76598	4.2%
9	74116	4.1%
0	73752	4.1%
,	72846	4.0%
a	68567	3.8%
2	65000	3.6%
7	61662	3.4%
5	57873	3.2%
Other values (63)	914086	50.4%

business_age_days
Real number (ℝ)

Distinct	4089
Distinct (%)	17.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2140.575249

Minimum	0
Maximum	5095
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	184.1 KiB

Quantile statistics

Minimum	0
5-th percentile	621
Q1	1431
median	2145
Q3	2795
95-th percentile	3713
Maximum	5095
Range	5095
Interquartile range (IQR)	1364

Descriptive statistics

Standard deviation	939.6432293
Coefficient of variation (CV)	0.4389676231
Kurtosis	-0.5159468644
Mean	2140.575249
Median Absolute Deviation (MAD)	679
Skewness	0.1063622679
Sum	50421250
Variance	882929.3985
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1608	24	0.1%
2625	24	0.1%
2237	22	0.1%
2565	22	0.1%
1528	21	0.1%
2300	20	0.1%
2412	20	0.1%
2524	19	0.1%
2628	19	0.1%
1907	19	0.1%
Other values (4079)	23345	99.1%

Value	Count	Frequency (%)
0	1	< 0.1%
13	1	< 0.1%
18	1	< 0.1%
19	1	< 0.1%
20	2	< 0.1%

Value	Count	Frequency (%)
5095	1	< 0.1%
5022	1	< 0.1%
5011	1	< 0.1%
4984	1	< 0.1%
4968	3	< 0.1%

user_tenure_days
Real number (ℝ)

Zeros

Distinct	3109
Distinct (%)	13.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	903.3879431

Minimum	-1129
Maximum	4423
Zeros	1396
Zeros (%)	5.9%
Negative	1
Negative (%)	< 0.1%
Memory size	184.1 KiB

Quantile statistics

Minimum	-1129
5-th percentile	0
Q1	224
median	728
Q3	1405
95-th percentile	2438.3
Maximum	4423
Range	5552
Interquartile range (IQR)	1181

Descriptive statistics

Standard deviation	796.9408475
Coefficient of variation (CV)	0.8821690101
Kurtosis	0.2780419626
Mean	903.3879431
Median Absolute Deviation (MAD)	563
Skewness	0.908163175
Sum	21279303
Variance	635114.7144
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1396	5.9%
1	145	0.6%
2	108	0.5%
3	91	0.4%
4	73	0.3%
5	68	0.3%
6	56	0.2%
7	55	0.2%
10	49	0.2%
8	46	0.2%
Other values (3099)	21468	91.1%

Value	Count	Frequency (%)
-1129	1	< 0.1%
0	1396	5.9%
1	145	0.6%
2	108	0.5%
3	91	0.4%

Value	Count	Frequency (%)
4423	1	< 0.1%
4358	1	< 0.1%
4263	1	< 0.1%
4238	1	< 0.1%
4227	1	< 0.1%

review_day_of_week
Real number (ℝ)

Zeros

Distinct	7
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.112332838

Minimum	0
Maximum	6
Zeros	3528
Zeros (%)	15.0%
Negative	0
Negative (%)	0.0%
Memory size	184.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	3
Q3	5
95-th percentile	6
Maximum	6
Range	6
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	2.07358852
Coefficient of variation (CV)	0.6662489612
Kurtosis	-1.322757883
Mean	3.112332838
Median Absolute Deviation (MAD)	2
Skewness	-0.06885857243
Sum	73311
Variance	4.299769352
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
6	4114	17.5%
5	3572	15.2%
0	3528	15.0%
2	3163	13.4%
1	3073	13.0%
4	3053	13.0%
3	3052	13.0%

Value	Count	Frequency (%)
0	3528	15.0%
1	3073	13.0%
2	3163	13.4%
3	3052	13.0%
4	3053	13.0%

Value	Count	Frequency (%)
6	4114	17.5%
5	3572	15.2%
4	3053	13.0%
3	3052	13.0%
2	3163	13.4%

review_month
Real number (ℝ)

Distinct	12
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.254043727

Minimum	1
Maximum	12
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	184.1 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	3
median	6
Q3	9
95-th percentile	12
Maximum	12
Range	11
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	3.310960711
Coefficient of variation (CV)	0.5294111866
Kurtosis	-1.106089498
Mean	6.254043727
Median Absolute Deviation (MAD)	3
Skewness	0.06539868577
Sum	147314
Variance	10.96246083
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
7	2348	10.0%
8	2308	9.8%
3	2184	9.3%
5	2184	9.3%
10	2025	8.6%
1	2018	8.6%
6	2003	8.5%
4	1987	8.4%
2	1882	8.0%
9	1692	7.2%
Other values (2)	2924	12.4%

Value	Count	Frequency (%)
1	2018	8.6%
2	1882	8.0%
3	2184	9.3%
4	1987	8.4%
5	2184	9.3%

Value	Count	Frequency (%)
12	1552	6.6%
11	1372	5.8%
10	2025	8.6%
9	1692	7.2%
8	2308	9.8%

review_quarter
Real number (ℝ)

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.431415835

Minimum	1
Maximum	4
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	184.1 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	2
Q3	3
95-th percentile	4
Maximum	4
Range	3
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.087259235
Coefficient of variation (CV)	0.4471712403
Kurtosis	-1.287071696
Mean	2.431415835
Median Absolute Deviation (MAD)	1
Skewness	0.06368091848
Sum	57272
Variance	1.182132643
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=4)

Value	Count	Frequency (%)
3	6348	26.9%
2	6174	26.2%
1	6084	25.8%
4	4949	21.0%

Value	Count	Frequency (%)
1	6084	25.8%
2	6174	26.2%
3	6348	26.9%
4	4949	21.0%

Value	Count	Frequency (%)
4	4949	21.0%
3	6348	26.9%
2	6174	26.2%
1	6084	25.8%

is_weekend
Real number (ℝ)

Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.3263001486

Minimum	0
Maximum	1
Zeros	15869
Zeros (%)	67.4%
Negative	0
Negative (%)	0.0%
Memory size	184.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.4688685259
Coefficient of variation (CV)	1.436924034
Kurtosis	-1.451049721
Mean	0.3263001486
Median Absolute Deviation (MAD)	0
Skewness	0.7409949336
Sum	7686
Variance	0.2198376946
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	15869	67.4%
1	7686	32.6%

Value	Count	Frequency (%)
0	15869	67.4%
1	7686	32.6%

Value	Count	Frequency (%)
1	7686	32.6%
0	15869	67.4%

days_since_last_review
Real number (ℝ)

Missing

Distinct	4788
Distinct (%)	24.3%
Missing	3812
Missing (%)	16.2%
Infinite	0
Infinite (%)	0.0%
Mean	-1.541609684

Minimum	-4559
Maximum	4381
Zeros	34
Zeros (%)	0.1%
Negative	9875
Negative (%)	41.9%
Memory size	184.1 KiB

Quantile statistics

Minimum	-4559
5-th percentile	-1804.8
Q1	-586.5
median	-1
Q3	584
95-th percentile	1810.9
Maximum	4381
Range	8940
Interquartile range (IQR)	1170.5

Descriptive statistics

Standard deviation	1061.256879
Coefficient of variation (CV)	-688.4082847
Kurtosis	1.066953308
Mean	-1.541609684
Median Absolute Deviation (MAD)	585
Skewness	-0.02104378301
Sum	-30436
Variance	1126266.162
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-1	50	0.2%
0	34	0.1%
1	31	0.1%
23	23	0.1%
34	21	0.1%
-24	20	0.1%
-60	20	0.1%
-2	20	0.1%
-21	20	0.1%
-13	20	0.1%
Other values (4778)	19484	82.7%
(Missing)	3812	16.2%

Value	Count	Frequency (%)
-4559	1	< 0.1%
-4401	1	< 0.1%
-4400	1	< 0.1%
-4343	1	< 0.1%
-4286	1	< 0.1%

Value	Count	Frequency (%)
4381	1	< 0.1%
4304	1	< 0.1%
4263	1	< 0.1%
4258	1	< 0.1%
4238	1	< 0.1%

is_holiday_season
Real number (ℝ)

Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1241350032

Minimum	0
Maximum	1
Zeros	20631
Zeros (%)	87.6%
Negative	0
Negative (%)	0.0%
Memory size	184.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.3297425059
Coefficient of variation (CV)	2.656321726
Kurtosis	3.198407616
Mean	0.1241350032
Median Absolute Deviation (MAD)	0
Skewness	2.279942116
Sum	2924
Variance	0.1087301202
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	20631	87.6%
1	2924	12.4%

Value	Count	Frequency (%)
0	20631	87.6%
1	2924	12.4%

Value	Count	Frequency (%)
1	2924	12.4%
0	20631	87.6%

is_summer
Real number (ℝ)

Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.2827000637

Minimum	0
Maximum	1
Zeros	16896
Zeros (%)	71.7%
Negative	0
Negative (%)	0.0%
Memory size	184.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.4503213817
Coefficient of variation (CV)	1.592929891
Kurtosis	-1.068537225
Mean	0.2827000637
Median Absolute Deviation (MAD)	0
Skewness	0.9651701968
Sum	6659
Variance	0.2027893469
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	16896	71.7%
1	6659	28.3%

Value	Count	Frequency (%)
0	16896	71.7%
1	6659	28.3%

Value	Count	Frequency (%)
1	6659	28.3%
0	16896	71.7%

user_influence_score
Real number (ℝ)

Distinct	18205
Distinct (%)	77.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.248504826

Minimum	0.2479441542
Maximum	7.679105398
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	184.1 KiB

Quantile statistics

Minimum	0.2479441542
5-th percentile	0.6158883083
Q1	1.338740167
median	1.992149029
Q3	3.002693775
95-th percentile	4.605542796
Maximum	7.679105398
Range	7.431161244
Interquartile range (IQR)	1.663953607

Descriptive statistics

Standard deviation	1.226766953
Coefficient of variation (CV)	0.5455923148
Kurtosis	0.2308015295
Mean	2.248504826
Median Absolute Deviation (MAD)	0.7742231505
Skewness	0.8046308928
Sum	52963.53118
Variance	1.504957157
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.4079441542	209	0.9%
0.5295836866	105	0.4%
0.2479441542	88	0.4%
0.6158883083	59	0.3%
0.3679441542	52	0.2%
0.4495836866	50	0.2%
0.6682131227	45	0.2%
0.7545177444	42	0.2%
0.5095836866	40	0.2%
0.2879441542	40	0.2%
Other values (18195)	22825	96.9%

Value	Count	Frequency (%)
0.2479441542	88	0.4%
0.2679441542	1	< 0.1%
0.2879441542	40	0.2%
0.3079441542	1	< 0.1%
0.3279441542	32	0.1%

Value	Count	Frequency (%)
7.679105398	2	< 0.1%
7.268507285	1	< 0.1%
6.95315664	1	< 0.1%
6.924777553	4	< 0.1%
6.902096148	2	< 0.1%

total_compliments
Real number (ℝ)

Skewed Zeros

Distinct	4051
Distinct (%)	17.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	91.13409684

Minimum	0
Maximum	73491
Zeros	5599
Zeros (%)	23.8%
Negative	0
Negative (%)	0.0%
Memory size	184.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.007380073801
median	2
Q3	13
95-th percentile	225.0047619
Maximum	73491
Range	73491
Interquartile range (IQR)	12.99261993

Descriptive statistics

Standard deviation	943.754213
Coefficient of variation (CV)	10.3556654
Kurtosis	2019.050537
Mean	91.13409684
Median Absolute Deviation (MAD)	2
Skewness	36.35570669
Sum	2146663.651
Variance	890672.0146
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	5599	23.8%
1	1908	8.1%
2	1098	4.7%
3	740	3.1%
4	468	2.0%
5	326	1.4%
7	267	1.1%
6	258	1.1%
8	185	0.8%
9	168	0.7%
Other values (4041)	12538	53.2%

Value	Count	Frequency (%)
0	5599	23.8%
0.003663003663	29	0.1%
0.004329004329	25	0.1%
0.005076142132	35	0.1%
0.005347593583	8	< 0.1%

Value	Count	Frequency (%)
73491	1	< 0.1%
37318.01587	1	< 0.1%
36016	2	< 0.1%
26798	2	< 0.1%
25114.0107	1	< 0.1%

is_elite_user
Real number (ℝ)

Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.3111441308

Minimum	0
Maximum	1
Zeros	16226
Zeros (%)	68.9%
Negative	0
Negative (%)	0.0%
Memory size	184.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.4629714465
Coefficient of variation (CV)	1.487964582
Kurtosis	-1.334401435
Mean	0.3111441308
Median Absolute Deviation (MAD)	0
Skewness	0.8159116823
Sum	7329
Variance	0.2143425603
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	16226	68.9%
1	7329	31.1%

Value	Count	Frequency (%)
0	16226	68.9%
1	7329	31.1%

Value	Count	Frequency (%)
1	7329	31.1%
0	16226	68.9%

friends_count
Real number (ℝ)

Zeros

Distinct	947
Distinct (%)	4.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	102.0462322

Minimum	0
Maximum	10072
Zeros	5472
Zeros (%)	23.2%
Negative	0
Negative (%)	0.0%
Memory size	184.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	18
Q3	99
95-th percentile	418
Maximum	10072
Range	10072
Interquartile range (IQR)	98

Descriptive statistics

Standard deviation	307.041459
Coefficient of variation (CV)	3.008846601
Kurtosis	313.5762185
Mean	102.0462322
Median Absolute Deviation (MAD)	18
Skewness	13.89040218
Sum	2403699
Variance	94274.45753
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	5472	23.2%
1	1464	6.2%
2	798	3.4%
3	543	2.3%
4	432	1.8%
5	389	1.7%
8	326	1.4%
6	320	1.4%
7	293	1.2%
9	233	1.0%
Other values (937)	13285	56.4%

Value	Count	Frequency (%)
0	5472	23.2%
1	1464	6.2%
2	798	3.4%
3	543	2.3%
4	432	1.8%

Value	Count	Frequency (%)
10072	4	< 0.1%
8087	1	< 0.1%
6660	4	< 0.1%
6417	1	< 0.1%
6234	2	< 0.1%

has_friends
Real number (ℝ)

Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.7676926343

Minimum	0
Maximum	1
Zeros	5472
Zeros (%)	23.2%
Negative	0
Negative (%)	0.0%
Memory size	184.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	1
Q3	1
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.4223129469
Coefficient of variation (CV)	0.5501068111
Kurtosis	-0.3925821468
Mean	0.7676926343
Median Absolute Deviation (MAD)	0
Skewness	-1.267852986
Sum	18083
Variance	0.1783482251
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
1	18083	76.8%
0	5472	23.2%

Value	Count	Frequency (%)
0	5472	23.2%
1	18083	76.8%

Value	Count	Frequency (%)
1	18083	76.8%
0	5472	23.2%

engagement_diversity
Real number (ℝ)

Zeros

Distinct	7497
Distinct (%)	31.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.952896124

Minimum	0
Maximum	178.1327014
Zeros	1378
Zeros (%)	5.9%
Negative	0
Negative (%)	0.0%
Memory size	184.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.652173913
median	1.289473684
Q3	2.296698873
95-th percentile	5.564748201
Maximum	178.1327014
Range	178.1327014
Interquartile range (IQR)	1.64452496

Descriptive statistics

Standard deviation	3.058798597
Coefficient of variation (CV)	1.566288426
Kurtosis	563.8334012
Mean	1.952896124
Median Absolute Deviation (MAD)	0.7489331437
Skewness	14.92937411
Sum	46000.4682
Variance	9.356248857
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1378	5.9%
1	727	3.1%
0.5	517	2.2%
0.3333333333	354	1.5%
2	326	1.4%
0.6666666667	278	1.2%
0.25	206	0.9%
1.5	191	0.8%
0.75	184	0.8%
0.4	149	0.6%
Other values (7487)	19245	81.7%

Value	Count	Frequency (%)
0	1378	5.9%
0.01538461538	1	< 0.1%
0.03921568627	1	< 0.1%
0.04	4	< 0.1%
0.04347826087	1	< 0.1%

Value	Count	Frequency (%)
178.1327014	1	< 0.1%
69.93139842	1	< 0.1%
67	1	< 0.1%
66.77908587	2	< 0.1%
65.82345523	2	< 0.1%

review_length
Real number (ℝ)

Distinct	2245
Distinct (%)	9.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	539.9258756

Minimum	3
Maximum	5025
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	184.1 KiB

Quantile statistics

Minimum	3
5-th percentile	111
Q1	218
median	384
Q3	681
95-th percentile	1508
Maximum	5025
Range	5022
Interquartile range (IQR)	463

Descriptive statistics

Standard deviation	503.3383782
Coefficient of variation (CV)	0.9322360734
Kurtosis	12.04063934
Mean	539.9258756
Median Absolute Deviation (MAD)	199
Skewness	2.775503736
Sum	12717954
Variance	253349.523
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
182	60	0.3%
149	59	0.3%
200	59	0.3%
133	57	0.2%
146	57	0.2%
148	56	0.2%
114	56	0.2%
126	56	0.2%
137	56	0.2%
228	56	0.2%
Other values (2235)	22983	97.6%

Value	Count	Frequency (%)
3	1	< 0.1%
20	1	< 0.1%
21	1	< 0.1%
27	1	< 0.1%
28	1	< 0.1%

Value	Count	Frequency (%)
5025	1	< 0.1%
5017	1	< 0.1%
5016	1	< 0.1%
5014	1	< 0.1%
5012	1	< 0.1%

word_count
Real number (ℝ)

Distinct	614
Distinct (%)	2.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	99.02343451

Minimum	1
Maximum	959
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	184.1 KiB

Quantile statistics

Minimum	1
5-th percentile	19
Q1	40
median	70
Q3	125
95-th percentile	277
Maximum	959
Range	958
Interquartile range (IQR)	85

Descriptive statistics

Standard deviation	92.55230766
Coefficient of variation (CV)	0.9346505513
Kurtosis	11.76356242
Mean	99.02343451
Median Absolute Deviation (MAD)	37
Skewness	2.740755565
Sum	2332497
Variance	8565.929654
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
29	265	1.1%
37	261	1.1%
30	252	1.1%
34	250	1.1%
24	248	1.1%
23	247	1.0%
21	245	1.0%
26	243	1.0%
28	242	1.0%
32	240	1.0%
Other values (604)	21062	89.4%

Value	Count	Frequency (%)
1	1	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
6	7	< 0.1%
7	6	< 0.1%

Value	Count	Frequency (%)
959	2	< 0.1%
945	1	< 0.1%
931	1	< 0.1%
926	1	< 0.1%
922	1	< 0.1%

avg_word_length
Real number (ℝ)

Distinct	8381
Distinct (%)	35.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.507039612

Minimum	3
Maximum	24.25
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	184.1 KiB

Quantile statistics

Minimum	3
5-th percentile	4.955693215
Q1	5.24725142
median	5.459183673
Q3	5.701213558
95-th percentile	6.212314636
Maximum	24.25
Range	21.25
Interquartile range (IQR)	0.4539621388

Descriptive statistics

Standard deviation	0.4302898589
Coefficient of variation (CV)	0.07813451314
Kurtosis	171.1173991
Mean	5.507039612
Median Absolute Deviation (MAD)	0.2256648114
Skewness	5.269543989
Sum	129718.3181
Variance	0.1851493627
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5.5	212	0.9%
6	166	0.7%
5	156	0.7%
5.333333333	137	0.6%
5.666666667	106	0.5%
5.25	99	0.4%
5.4	81	0.3%
5.75	76	0.3%
5.6	65	0.3%
5.428571429	64	0.3%
Other values (8371)	22393	95.1%

Value	Count	Frequency (%)
3	1	< 0.1%
3.346153846	1	< 0.1%
4	1	< 0.1%
4.204081633	1	< 0.1%
4.235294118	1	< 0.1%

Value	Count	Frequency (%)
24.25	1	< 0.1%
15.23529412	1	< 0.1%
12.625	1	< 0.1%
10.83333333	1	< 0.1%
9.818181818	1	< 0.1%

exclamation_count
Real number (ℝ)

Zeros

Distinct	36
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.248185099

Minimum	0
Maximum	102
Zeros	12466
Zeros (%)	52.9%
Negative	0
Negative (%)	0.0%
Memory size	184.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	2
95-th percentile	5
Maximum	102
Range	102
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	2.325100601
Coefficient of variation (CV)	1.862785098
Kurtosis	196.1243738
Mean	1.248185099
Median Absolute Deviation (MAD)	0
Skewness	7.820361391
Sum	29401
Variance	5.406092804
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=36)

Value	Count	Frequency (%)
0	12466	52.9%
1	4544	19.3%
2	2613	11.1%
3	1518	6.4%
4	904	3.8%
5	521	2.2%
6	314	1.3%
7	202	0.9%
8	125	0.5%
9	82	0.3%
Other values (26)	266	1.1%

Value	Count	Frequency (%)
0	12466	52.9%
1	4544	19.3%
2	2613	11.1%
3	1518	6.4%
4	904	3.8%

Value	Count	Frequency (%)
102	1	< 0.1%
58	1	< 0.1%
44	1	< 0.1%
42	1	< 0.1%
39	1	< 0.1%

question_count
Real number (ℝ)

Skewed Zeros

Distinct	17
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1687964339

Minimum	0
Maximum	65
Zeros	21211
Zeros (%)	90.0%
Negative	0
Negative (%)	0.0%
Memory size	184.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	65
Range	65
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.7832213852
Coefficient of variation (CV)	4.640035143
Kurtosis	2041.833677
Mean	0.1687964339
Median Absolute Deviation (MAD)	0
Skewness	28.63614083
Sum	3976
Variance	0.6134357383
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
0	21211	90.0%
1	1554	6.6%
2	425	1.8%
3	190	0.8%
4	91	0.4%
6	27	0.1%
5	25	0.1%
7	12	0.1%
9	7	< 0.1%
8	3	< 0.1%
Other values (7)	10	< 0.1%

Value	Count	Frequency (%)
0	21211	90.0%
1	1554	6.6%
2	425	1.8%
3	190	0.8%
4	91	0.4%

Value	Count	Frequency (%)
65	1	< 0.1%
18	1	< 0.1%
15	1	< 0.1%
14	2	< 0.1%
13	1	< 0.1%

vader_compound
Real number (ℝ)

Distinct	5614
Distinct (%)	23.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.7085590236

Minimum	-0.9971
Maximum	0.9996
Zeros	139
Zeros (%)	0.6%
Negative	2466
Negative (%)	10.5%
Memory size	184.1 KiB

Quantile statistics

Minimum	-0.9971
5-th percentile	-0.64245
Q1	0.74045
median	0.9259
Q3	0.9727
95-th percentile	0.9936
Maximum	0.9996
Range	1.9967
Interquartile range (IQR)	0.23225

Descriptive statistics

Standard deviation	0.4879741414
Coefficient of variation (CV)	0.6886852403
Kurtosis	3.660002517
Mean	0.7085590236
Median Absolute Deviation (MAD)	0.0592
Skewness	-2.186786297
Sum	16690.1078
Variance	0.2381187627
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	139	0.6%
0.4404	50	0.2%
0.6369	46	0.2%
0.8519	44	0.2%
0.91	43	0.2%
0.9897	41	0.2%
0.9652	40	0.2%
0.9829	39	0.2%
0.6249	39	0.2%
0.8316	39	0.2%
Other values (5604)	23035	97.8%

Value	Count	Frequency (%)
-0.9971	1	< 0.1%
-0.9965	1	< 0.1%
-0.9933	1	< 0.1%
-0.9928	1	< 0.1%
-0.9925	1	< 0.1%

Value	Count	Frequency (%)
0.9996	3	< 0.1%
0.9995	4	< 0.1%
0.9994	10	< 0.1%
0.9993	7	< 0.1%
0.9992	12	0.1%

vader_positive
Real number (ℝ)

Zeros

Distinct	651
Distinct (%)	2.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.2104606665

Minimum	0
Maximum	0.746
Zeros	613
Zeros (%)	2.6%
Negative	0
Negative (%)	0.0%
Memory size	184.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0.0437
Q1	0.127
median	0.196
Q3	0.279
95-th percentile	0.43
Maximum	0.746
Range	0.746
Interquartile range (IQR)	0.152

Descriptive statistics

Standard deviation	0.1173227779
Coefficient of variation (CV)	0.5574570291
Kurtosis	0.6100736414
Mean	0.2104606665
Median Absolute Deviation (MAD)	0.074
Skewness	0.7079429849
Sum	4957.401
Variance	0.01376463422
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	613	2.6%
0.156	107	0.5%
0.152	104	0.4%
0.163	104	0.4%
0.196	104	0.4%
0.167	100	0.4%
0.21	99	0.4%
0.204	98	0.4%
0.213	97	0.4%
0.16	97	0.4%
Other values (641)	22032	93.5%

Value	Count	Frequency (%)
0	613	2.6%
0.01	4	< 0.1%
0.011	4	< 0.1%
0.012	2	< 0.1%
0.013	3	< 0.1%

Value	Count	Frequency (%)
0.746	1	< 0.1%
0.735	1	< 0.1%
0.731	1	< 0.1%
0.716	1	< 0.1%
0.711	1	< 0.1%

vader_negative
Real number (ℝ)

Zeros

Distinct	337
Distinct (%)	1.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.03843251963

Minimum	0
Maximum	0.622
Zeros	8907
Zeros (%)	37.8%
Negative	0
Negative (%)	0.0%
Memory size	184.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0.024
Q3	0.057
95-th percentile	0.134
Maximum	0.622
Range	0.622
Interquartile range (IQR)	0.057

Descriptive statistics

Standard deviation	0.05019428226
Coefficient of variation (CV)	1.30603673
Kurtosis	8.624790007
Mean	0.03843251963
Median Absolute Deviation (MAD)	0.024
Skewness	2.31107976
Sum	905.278
Variance	0.002519465971
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	8907	37.8%
0.027	225	1.0%
0.029	223	0.9%
0.019	219	0.9%
0.028	217	0.9%
0.026	216	0.9%
0.033	216	0.9%
0.025	213	0.9%
0.021	209	0.9%
0.03	207	0.9%
Other values (327)	12703	53.9%

Value	Count	Frequency (%)
0	8907	37.8%
0.003	3	< 0.1%
0.004	11	< 0.1%
0.005	24	0.1%
0.006	43	0.2%

Value	Count	Frequency (%)
0.622	1	< 0.1%
0.514	1	< 0.1%
0.463	2	< 0.1%
0.457	1	< 0.1%
0.428	1	< 0.1%

vader_neutral
Real number (ℝ)

Distinct	646
Distinct (%)	2.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.7511104649

Minimum	0.216
Maximum	1
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	184.1 KiB

Quantile statistics

Minimum	0.216
5-th percentile	0.553
Q1	0.693
median	0.765
Q3	0.825
95-th percentile	0.898
Maximum	1
Range	0.784
Interquartile range (IQR)	0.132

Descriptive statistics

Standard deviation	0.105548612
Coefficient of variation (CV)	0.1405234209
Kurtosis	0.8774998161
Mean	0.7511104649
Median Absolute Deviation (MAD)	0.065
Skewness	-0.7322843306
Sum	17692.407
Variance	0.01114050949
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.785	127	0.5%
1	127	0.5%
0.787	122	0.5%
0.767	121	0.5%
0.783	116	0.5%
0.797	114	0.5%
0.766	113	0.5%
0.802	111	0.5%
0.804	109	0.5%
0.775	109	0.5%
Other values (636)	22386	95.0%

Value	Count	Frequency (%)
0.216	1	< 0.1%
0.254	1	< 0.1%
0.265	1	< 0.1%
0.269	1	< 0.1%
0.28	1	< 0.1%

Value	Count	Frequency (%)
1	127	0.5%
0.983	1	< 0.1%
0.981	1	< 0.1%
0.98	2	< 0.1%
0.976	2	< 0.1%

textblob_polarity
Real number (ℝ)

Distinct	15139
Distinct (%)	64.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.2682411443

Minimum	-1
Maximum	1
Zeros	126
Zeros (%)	0.5%
Negative	2359
Negative (%)	10.0%
Memory size	184.1 KiB

Quantile statistics

Minimum	-1
5-th percentile	-0.1
Q1	0.1361147661
median	0.2703703704
Q3	0.4035629252
95-th percentile	0.6350795962
Maximum	1
Range	2
Interquartile range (IQR)	0.2674481591

Descriptive statistics

Standard deviation	0.2271350554
Coefficient of variation (CV)	0.8467569583
Kurtosis	1.561913507
Mean	0.2682411443
Median Absolute Deviation (MAD)	0.1336535784
Skewness	-0.2744249499
Sum	6318.420154
Variance	0.05159033341
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.5	166	0.7%
0	126	0.5%
0.35	88	0.4%
0.25	86	0.4%
0.3	80	0.3%
0.6	78	0.3%
1	67	0.3%
0.45	66	0.3%
0.375	65	0.3%
0.4	63	0.3%
Other values (15129)	22670	96.2%

Value	Count	Frequency (%)
-1	13	0.1%
-0.9108072917	1	< 0.1%
-0.9	1	< 0.1%
-0.875	1	< 0.1%
-0.8666666667	2	< 0.1%

Value	Count	Frequency (%)
1	67	0.3%
0.98828125	1	< 0.1%
0.9791666667	1	< 0.1%
0.9775	1	< 0.1%
0.96875	3	< 0.1%

textblob_subjectivity
Real number (ℝ)

Distinct	13079
Distinct (%)	55.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.5737404063

Minimum	0
Maximum	1
Zeros	69
Zeros (%)	0.3%
Negative	0
Negative (%)	0.0%
Memory size	184.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0.3744467787
Q1	0.4977019523
median	0.5708333333
Q3	0.65
95-th percentile	0.79
Maximum	1
Range	1
Interquartile range (IQR)	0.1522980477

Descriptive statistics

Standard deviation	0.1296947939
Coefficient of variation (CV)	0.2260513509
Kurtosis	1.570788673
Mean	0.5737404063
Median Absolute Deviation (MAD)	0.07635281385
Skewness	-0.1448260792
Sum	13514.45527
Variance	0.01682073957
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.5	200	0.8%
0.75	180	0.8%
0.6	158	0.7%
0.65	150	0.6%
0.55	128	0.5%
0.625	107	0.5%
0.7	91	0.4%
0.6666666667	89	0.4%
0.7	87	0.4%
1	82	0.3%
Other values (13069)	22283	94.6%

Value	Count	Frequency (%)
0	69	0.3%
0.03333333333	3	< 0.1%
0.03846153846	1	< 0.1%
0.05	3	< 0.1%
0.06666666667	3	< 0.1%

Value	Count	Frequency (%)
1	82	0.3%
0.9875	2	< 0.1%
0.9833333333	3	< 0.1%
0.9775	1	< 0.1%
0.975	3	< 0.1%

review_sentiment
Real number (ℝ)

Distinct	23036
Distinct (%)	97.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.5324318719

Minimum	-0.97156
Maximum	0.9751
Zeros	37
Zeros (%)	0.2%
Negative	2464
Negative (%)	10.5%
Memory size	184.1 KiB

Quantile statistics

Minimum	-0.97156
5-th percentile	-0.4088360455
Q1	0.5277882684
median	0.66331
Q3	0.72642
95-th percentile	0.8146345
Maximum	0.9751
Range	1.94666
Interquartile range (IQR)	0.1986317316

Descriptive statistics

Standard deviation	0.3520976134
Coefficient of variation (CV)	0.6613007823
Kurtosis	3.264542079
Mean	0.5324318719
Median Absolute Deviation (MAD)	0.08013
Skewness	-2.023587366
Sum	12541.43274
Variance	0.1239727293
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	37	0.2%
-0.04	5	< 0.1%
0.32138	4	< 0.1%
0.58214	4	< 0.1%
0.8146	4	< 0.1%
0.67114	4	< 0.1%
-0.1776	4	< 0.1%
0.54424	4	< 0.1%
-0.02	4	< 0.1%
0.73976	3	< 0.1%
Other values (23026)	23482	99.7%

Value	Count	Frequency (%)
-0.97156	1	< 0.1%
-0.9195	1	< 0.1%
-0.9187	1	< 0.1%
-0.9175829167	1	< 0.1%
-0.8957866667	1	< 0.1%

Value	Count	Frequency (%)
0.9751	1	< 0.1%
0.97174	1	< 0.1%
0.96602	1	< 0.1%
0.9643066667	1	< 0.1%
0.96328	1	< 0.1%

topic_food_quality
Real number (ℝ)

Zeros

Distinct	14
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.6890681384

Minimum	0
Maximum	13
Zeros	13800
Zeros (%)	58.6%
Negative	0
Negative (%)	0.0%
Memory size	184.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	3
Maximum	13
Range	13
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.093970116
Coefficient of variation (CV)	1.587608039
Kurtosis	12.12135566
Mean	0.6890681384
Median Absolute Deviation (MAD)	0
Skewness	2.650571138
Sum	16231
Variance	1.196770614
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=14)

Value	Count	Frequency (%)
0	13800	58.6%
1	5939	25.2%
2	2322	9.9%
3	893	3.8%
4	342	1.5%
5	131	0.6%
6	52	0.2%
7	31	0.1%
8	21	0.1%
9	8	< 0.1%
Other values (4)	16	0.1%

Value	Count	Frequency (%)
0	13800	58.6%
1	5939	25.2%
2	2322	9.9%
3	893	3.8%
4	342	1.5%

Value	Count	Frequency (%)
13	3	< 0.1%
12	2	< 0.1%
11	4	< 0.1%
10	7	< 0.1%
9	8	< 0.1%

topic_food_quality_ratio
Real number (ℝ)

Zeros

Distinct	1144
Distinct (%)	4.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0086320153

Minimum	0
Maximum	0.2857142857
Zeros	13800
Zeros (%)	58.6%
Negative	0
Negative (%)	0.0%
Memory size	184.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.01265822785
95-th percentile	0.03846153846
Maximum	0.2857142857
Range	0.2857142857
Interquartile range (IQR)	0.01265822785

Descriptive statistics

Standard deviation	0.01563943704
Coefficient of variation (CV)	1.811794407
Kurtosis	21.74489547
Mean	0.0086320153
Median Absolute Deviation (MAD)	0
Skewness	3.449564811
Sum	203.3271204
Variance	0.000244591991
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	13800	58.6%
0.03448275862	86	0.4%
0.02941176471	84	0.4%
0.02564102564	83	0.4%
0.02777777778	79	0.3%
0.02127659574	79	0.3%
0.01818181818	79	0.3%
0.02040816327	78	0.3%
0.02325581395	77	0.3%
0.02272727273	77	0.3%
Other values (1134)	9033	38.3%

Value	Count	Frequency (%)
0	13800	58.6%
0.001119820829	1	< 0.1%
0.001165501166	1	< 0.1%
0.001228501229	1	< 0.1%
0.001234567901	1	< 0.1%

Value	Count	Frequency (%)
0.2857142857	1	< 0.1%
0.2307692308	1	< 0.1%
0.2142857143	1	< 0.1%
0.2105263158	1	< 0.1%
0.1875	1	< 0.1%

topic_service
Real number (ℝ)

Zeros

Distinct	14
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.8034387603

Minimum	0
Maximum	19
Zeros	12114
Zeros (%)	51.4%
Negative	0
Negative (%)	0.0%
Memory size	184.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	3
Maximum	19
Range	19
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.083464324
Coefficient of variation (CV)	1.3485338
Kurtosis	12.0048581
Mean	0.8034387603
Median Absolute Deviation (MAD)	0
Skewness	2.198806318
Sum	18925
Variance	1.173894942
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=14)

Value	Count	Frequency (%)
0	12114	51.4%
1	6515	27.7%
2	3355	14.2%
3	1009	4.3%
4	327	1.4%
5	143	0.6%
6	54	0.2%
7	17	0.1%
8	10	< 0.1%
9	5	< 0.1%
Other values (4)	6	< 0.1%

Value	Count	Frequency (%)
0	12114	51.4%
1	6515	27.7%
2	3355	14.2%
3	1009	4.3%
4	327	1.4%

Value	Count	Frequency (%)
19	1	< 0.1%
18	1	< 0.1%
15	1	< 0.1%
10	3	< 0.1%
9	5	< 0.1%

topic_service_ratio
Real number (ℝ)

Zeros

Distinct	1147
Distinct (%)	4.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.01191893694

Minimum	0
Maximum	0.3333333333
Zeros	12114
Zeros (%)	51.4%
Negative	0
Negative (%)	0.0%
Memory size	184.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.01709401709
95-th percentile	0.05
Maximum	0.3333333333
Range	0.3333333333
Interquartile range (IQR)	0.01709401709

Descriptive statistics

Standard deviation	0.01982137315
Coefficient of variation (CV)	1.663015188
Kurtosis	15.49903033
Mean	0.01191893694
Median Absolute Deviation (MAD)	0
Skewness	3.05599032
Sum	280.7505595
Variance	0.0003928868336
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	12114	51.4%
0.04545454545	119	0.5%
0.03448275862	114	0.5%
0.03846153846	109	0.5%
0.02702702703	109	0.5%
0.03571428571	106	0.5%
0.03125	106	0.5%
0.02777777778	106	0.5%
0.02941176471	103	0.4%
0.03703703704	102	0.4%
Other values (1137)	10467	44.4%

Value	Count	Frequency (%)
0	12114	51.4%
0.001074113856	1	< 0.1%
0.001079913607	1	< 0.1%
0.001119820829	1	< 0.1%
0.001138952164	1	< 0.1%

Value	Count	Frequency (%)
0.3333333333	1	< 0.1%
0.25	1	< 0.1%
0.2222222222	1	< 0.1%
0.2	2	< 0.1%
0.1875	1	< 0.1%

topic_ambiance
Real number (ℝ)

Zeros

Distinct	9
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.2392697941

Minimum	0
Maximum	9
Zeros	19092
Zeros (%)	81.1%
Negative	0
Negative (%)	0.0%
Memory size	184.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	9
Range	9
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.5641897484
Coefficient of variation (CV)	2.357964784
Kurtosis	14.58936715
Mean	0.2392697941
Median Absolute Deviation (MAD)	0
Skewness	3.138702531
Sum	5636
Variance	0.3183100722
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
0	19092	81.1%
1	3596	15.3%
2	651	2.8%
3	148	0.6%
4	53	0.2%
5	12	0.1%
7	1	< 0.1%
6	1	< 0.1%
9	1	< 0.1%

Value	Count	Frequency (%)
0	19092	81.1%
1	3596	15.3%
2	651	2.8%
3	148	0.6%
4	53	0.2%

Value	Count	Frequency (%)
9	1	< 0.1%
7	1	< 0.1%
6	1	< 0.1%
5	12	0.1%
4	53	0.2%

topic_ambiance_ratio
Real number (ℝ)

Zeros

Distinct	705
Distinct (%)	3.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.003335887312

Minimum	0
Maximum	0.1875
Zeros	19092
Zeros (%)	81.1%
Negative	0
Negative (%)	0.0%
Memory size	184.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0.02152858358
Maximum	0.1875
Range	0.1875
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.009807260976
Coefficient of variation (CV)	2.939925741
Kurtosis	37.57098941
Mean	0.003335887312
Median Absolute Deviation (MAD)	0
Skewness	4.940719156
Sum	78.57682563
Variance	9.618236786 × 10^-5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	19092	81.1%
0.03448275862	51	0.2%
0.02777777778	46	0.2%
0.02857142857	45	0.2%
0.01612903226	41	0.2%
0.03125	40	0.2%
0.01587301587	39	0.2%
0.03846153846	38	0.2%
0.02941176471	36	0.2%
0.01754385965	35	0.1%
Other values (695)	4092	17.4%

Value	Count	Frequency (%)
0	19092	81.1%
0.001119820829	1	< 0.1%
0.001138952164	1	< 0.1%
0.001228501229	1	< 0.1%
0.001234567901	1	< 0.1%

Value	Count	Frequency (%)
0.1875	1	< 0.1%
0.1666666667	1	< 0.1%
0.1538461538	2	< 0.1%
0.125	3	< 0.1%
0.1176470588	1	< 0.1%

topic_price
Real number (ℝ)

Zeros

Distinct	9
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.3413288049

Minimum	0
Maximum	8
Zeros	17619
Zeros (%)	74.8%
Negative	0
Negative (%)	0.0%
Memory size	184.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	2
Maximum	8
Range	8
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.6923849923
Coefficient of variation (CV)	2.028498569
Kurtosis	10.98315547
Mean	0.3413288049
Median Absolute Deviation (MAD)	0
Skewness	2.752106426
Sum	8040
Variance	0.4793969775
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
0	17619	74.8%
1	4435	18.8%
2	1087	4.6%
3	293	1.2%
4	79	0.3%
5	22	0.1%
6	16	0.1%
7	2	< 0.1%
8	2	< 0.1%

Value	Count	Frequency (%)
0	17619	74.8%
1	4435	18.8%
2	1087	4.6%
3	293	1.2%
4	79	0.3%

Value	Count	Frequency (%)
8	2	< 0.1%
7	2	< 0.1%
6	16	0.1%
5	22	0.1%
4	79	0.3%

topic_price_ratio
Real number (ℝ)

Zeros

Distinct	829
Distinct (%)	3.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.004622092901

Minimum	0
Maximum	0.2222222222
Zeros	17619
Zeros (%)	74.8%
Negative	0
Negative (%)	0.0%
Memory size	184.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.001899350649
95-th percentile	0.02708218423
Maximum	0.2222222222
Range	0.2222222222
Interquartile range (IQR)	0.001899350649

Descriptive statistics

Standard deviation	0.01127521566
Coefficient of variation (CV)	2.439417792
Kurtosis	25.60138806
Mean	0.004622092901
Median Absolute Deviation (MAD)	0
Skewness	4.00878668
Sum	108.8733983
Variance	0.0001271304882
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	17619	74.8%
0.02777777778	55	0.2%
0.0303030303	52	0.2%
0.02702702703	50	0.2%
0.04761904762	49	0.2%
0.03125	48	0.2%
0.03571428571	47	0.2%
0.01724137931	47	0.2%
0.03703703704	47	0.2%
0.02631578947	46	0.2%
Other values (819)	5495	23.3%

Value	Count	Frequency (%)
0	17619	74.8%
0.001119820829	2	< 0.1%
0.001122334456	1	< 0.1%
0.001138952164	1	< 0.1%
0.001165501166	1	< 0.1%

Value	Count	Frequency (%)
0.2222222222	1	< 0.1%
0.1578947368	1	< 0.1%
0.1428571429	1	< 0.1%
0.1363636364	1	< 0.1%
0.1333333333	2	< 0.1%

topic_wait_time
Real number (ℝ)

Zeros

Distinct	16
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.4754404585

Minimum	0
Maximum	17
Zeros	16914
Zeros (%)	71.8%
Negative	0
Negative (%)	0.0%
Memory size	184.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	2
Maximum	17
Range	17
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.02230666
Coefficient of variation (CV)	2.150230679
Kurtosis	25.01569517
Mean	0.4754404585
Median Absolute Deviation (MAD)	0
Skewness	3.898200379
Sum	11199
Variance	1.045110907
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
0	16914	71.8%
1	4235	18.0%
2	1369	5.8%
3	528	2.2%
4	266	1.1%
5	106	0.5%
6	49	0.2%
7	37	0.2%
8	18	0.1%
10	10	< 0.1%
Other values (6)	23	0.1%

Value	Count	Frequency (%)
0	16914	71.8%
1	4235	18.0%
2	1369	5.8%
3	528	2.2%
4	266	1.1%

Value	Count	Frequency (%)
17	1	< 0.1%
14	2	< 0.1%
13	2	< 0.1%
12	2	< 0.1%
11	6	< 0.1%

topic_wait_time_ratio
Real number (ℝ)

Zeros

Distinct	1093
Distinct (%)	4.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.004838169185

Minimum	0
Maximum	0.1818181818
Zeros	16914
Zeros (%)	71.8%
Negative	0
Negative (%)	0.0%
Memory size	184.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.005050505051
95-th percentile	0.02631578947
Maximum	0.1818181818
Range	0.1818181818
Interquartile range (IQR)	0.005050505051

Descriptive statistics

Standard deviation	0.0108621914
Coefficient of variation (CV)	2.245103671
Kurtosis	22.35060642
Mean	0.004838169185
Median Absolute Deviation (MAD)	0
Skewness	3.719903338
Sum	113.9630751
Variance	0.000117987202
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	16914	71.8%
0.02173913043	55	0.2%
0.01724137931	53	0.2%
0.0243902439	50	0.2%
0.02702702703	49	0.2%
0.02631578947	48	0.2%
0.01960784314	47	0.2%
0.02380952381	46	0.2%
0.01923076923	46	0.2%
0.01470588235	44	0.2%
Other values (1083)	6203	26.3%

Value	Count	Frequency (%)
0	16914	71.8%
0.001058201058	1	< 0.1%
0.001079913607	1	< 0.1%
0.001138952164	1	< 0.1%
0.001165501166	1	< 0.1%

Value	Count	Frequency (%)
0.1818181818	1	< 0.1%
0.1739130435	1	< 0.1%
0.1666666667	1	< 0.1%
0.125	2	< 0.1%
0.1176470588	1	< 0.1%

keyword_positive_food
Real number (ℝ)

Zeros

Distinct	16
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.255656973

Minimum	0
Maximum	15
Zeros	8382
Zeros (%)	35.6%
Negative	0
Negative (%)	0.0%
Memory size	184.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	2
95-th percentile	4
Maximum	15
Range	15
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.372042718
Coefficient of variation (CV)	1.092689124
Kurtosis	4.91671412
Mean	1.255656973
Median Absolute Deviation (MAD)	1
Skewness	1.649935888
Sum	29577
Variance	1.882501219
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
0	8382	35.6%
1	7179	30.5%
2	4367	18.5%
3	2073	8.8%
4	870	3.7%
5	398	1.7%
6	162	0.7%
7	70	0.3%
8	22	0.1%
9	11	< 0.1%
Other values (6)	21	0.1%

Value	Count	Frequency (%)
0	8382	35.6%
1	7179	30.5%
2	4367	18.5%
3	2073	8.8%
4	870	3.7%

Value	Count	Frequency (%)
15	1	< 0.1%
14	2	< 0.1%
13	1	< 0.1%
12	3	< 0.1%
11	6	< 0.1%

keyword_negative_food
Real number (ℝ)

Zeros

Distinct	9
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1252388028

Minimum	0
Maximum	8
Zeros	21203
Zeros (%)	90.0%
Negative	0
Negative (%)	0.0%
Memory size	184.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	8
Range	8
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.4253047862
Coefficient of variation (CV)	3.395950589
Kurtosis	34.95508192
Mean	0.1252388028
Median Absolute Deviation (MAD)	0
Skewness	4.772385345
Sum	2950
Variance	0.1808841612
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
0	21203	90.0%
1	1911	8.1%
2	333	1.4%
3	80	0.3%
4	17	0.1%
5	5	< 0.1%
6	3	< 0.1%
7	2	< 0.1%
8	1	< 0.1%

Value	Count	Frequency (%)
0	21203	90.0%
1	1911	8.1%
2	333	1.4%
3	80	0.3%
4	17	0.1%

Value	Count	Frequency (%)
8	1	< 0.1%
7	2	< 0.1%
6	3	< 0.1%
5	5	< 0.1%
4	17	0.1%

keyword_service_positive
Real number (ℝ)

Zeros

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.2453831458

Minimum	0
Maximum	5
Zeros	18860
Zeros (%)	80.1%
Negative	0
Negative (%)	0.0%
Memory size	184.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	5
Range	5
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.5401312434
Coefficient of variation (CV)	2.201174989
Kurtosis	7.002916557
Mean	0.2453831458
Median Absolute Deviation (MAD)	0
Skewness	2.457734462
Sum	5780
Variance	0.2917417601
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0	18860	80.1%
1	3752	15.9%
2	824	3.5%
3	101	0.4%
4	13	0.1%
5	5	< 0.1%

Value	Count	Frequency (%)
0	18860	80.1%
1	3752	15.9%
2	824	3.5%
3	101	0.4%
4	13	0.1%

Value	Count	Frequency (%)
5	5	< 0.1%
4	13	0.1%
3	101	0.4%
2	824	3.5%
1	3752	15.9%

keyword_service_negative
Real number (ℝ)

Zeros

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.05998726385

Minimum	0
Maximum	5
Zeros	22338
Zeros (%)	94.8%
Negative	0
Negative (%)	0.0%
Memory size	184.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	5
Range	5
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.2767671725
Coefficient of variation (CV)	4.613765568
Kurtosis	41.18989191
Mean	0.05998726385
Median Absolute Deviation (MAD)	0
Skewness	5.642212809
Sum	1413
Variance	0.07660006777
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0	22338	94.8%
1	1055	4.5%
2	135	0.6%
3	21	0.1%
4	5	< 0.1%
5	1	< 0.1%

Value	Count	Frequency (%)
0	22338	94.8%
1	1055	4.5%
2	135	0.6%
3	21	0.1%
4	5	< 0.1%

Value	Count	Frequency (%)
5	1	< 0.1%
4	5	< 0.1%
3	21	0.1%
2	135	0.6%
1	1055	4.5%

keyword_recommendation
Real number (ℝ)

Zeros

Distinct	9
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.4548928041

Minimum	0
Maximum	8
Zeros	15755
Zeros (%)	66.9%
Negative	0
Negative (%)	0.0%
Memory size	184.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	2
Maximum	8
Range	8
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.7759772974
Coefficient of variation (CV)	1.705846499
Kurtosis	7.347094886
Mean	0.4548928041
Median Absolute Deviation (MAD)	0
Skewness	2.272208503
Sum	10715
Variance	0.6021407661
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
0	15755	66.9%
1	5750	24.4%
2	1460	6.2%
3	398	1.7%
4	134	0.6%
5	39	0.2%
6	15	0.1%
7	2	< 0.1%
8	2	< 0.1%

Value	Count	Frequency (%)
0	15755	66.9%
1	5750	24.4%
2	1460	6.2%
3	398	1.7%
4	134	0.6%

Value	Count	Frequency (%)
8	2	< 0.1%
7	2	< 0.1%
6	15	0.1%
5	39	0.2%
4	134	0.6%

readability_score
Real number (ℝ)

Constant Zeros

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0

Minimum	0
Maximum	0
Zeros	23555
Zeros (%)	100.0%
Negative	0
Negative (%)	0.0%
Memory size	184.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	nan
Kurtosis	0
Mean	0
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	0
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
0	23555	100.0%

Value	Count	Frequency (%)
0	23555	100.0%

Value	Count	Frequency (%)
0	23555	100.0%

emoji_count
Real number (ℝ)

Constant Zeros

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0

Minimum	0
Maximum	0
Zeros	23555
Zeros (%)	100.0%
Negative	0
Negative (%)	0.0%
Memory size	184.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	nan
Kurtosis	0
Mean	0
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	0
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
0	23555	100.0%

Value	Count	Frequency (%)
0	23555	100.0%

Value	Count	Frequency (%)
0	23555	100.0%

reviews_per_day
Real number (ℝ)

Skewed Zeros

Distinct	2231
Distinct (%)	9.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.01442211826

Minimum	0
Maximum	2
Zeros	1116
Zeros (%)	4.7%
Negative	0
Negative (%)	0.0%
Memory size	184.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0.0009074410163
Q1	0.004115226337
median	0.008190966534
Q3	0.01670644391
95-th percentile	0.04239054899
Maximum	2
Range	2
Interquartile range (IQR)	0.01259121758

Descriptive statistics

Standard deviation	0.03566762874
Coefficient of variation (CV)	2.473119974
Kurtosis	1336.189101
Mean	0.01442211826
Median Absolute Deviation (MAD)	0.005015196342
Skewness	30.34637852
Sum	339.7129956
Variance	0.00127217974
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1116	4.7%
0.06830967051	255	1.1%
0.03901273885	147	0.6%
0.02768622281	126	0.5%
0.06981981982	124	0.5%
0.02481751825	119	0.5%
0.02777777778	119	0.5%
0.03215618719	112	0.5%
0.05868405453	99	0.4%
0.02822201317	90	0.4%
Other values (2221)	21248	90.2%

Value	Count	Frequency (%)
0	1116	4.7%
0.0004646840149	2	< 0.1%
0.0004678362573	2	< 0.1%
0.0005901445854	2	< 0.1%
0.0005908419498	2	< 0.1%

Value	Count	Frequency (%)
2	2	< 0.1%
1.5	3	< 0.1%
1	4	< 0.1%
0.6666666667	6	< 0.1%
0.5	2	< 0.1%

rating_volatility
Real number (ℝ)

Missing Zeros

Distinct	775
Distinct (%)	3.5%
Missing	1094
Missing (%)	4.6%
Infinite	0
Infinite (%)	0.0%
Mean	1.09827563

Minimum	0
Maximum	2.828427125
Zeros	860
Zeros (%)	3.7%
Negative	0
Negative (%)	0.0%
Memory size	184.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0.392952624
Q1	0.8432740427
median	1.126601424
Q3	1.356801051
95-th percentile	1.732050808
Maximum	2.828427125
Range	2.828427125
Interquartile range (IQR)	0.5135270079

Descriptive statistics

Standard deviation	0.4332956393
Coefficient of variation (CV)	0.3945235854
Kurtosis	0.9430528311
Mean	1.09827563
Median Absolute Deviation (MAD)	0.253053705
Skewness	-0.120194957
Sum	24668.36893
Variance	0.1877451111
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	860	3.7%
0.7071067812	477	2.0%
1.414213562	360	1.5%
0.5773502692	327	1.4%
1.123705575	255	1.1%
1.732050808	248	1.1%
1	241	1.0%
1.154700538	213	0.9%
0.5773502692	172	0.7%
2.121320344	160	0.7%
Other values (765)	19148	81.3%
(Missing)	1094	4.6%

Value	Count	Frequency (%)
0	860	3.7%
0.2773500981	13	0.1%
0.2942449432	22	0.1%
0.316227766	10	< 0.1%
0.316227766	10	< 0.1%

Value	Count	Frequency (%)
2.828427125	66	0.3%
2.309401077	69	0.3%
2.309401077	8	< 0.1%
2.19089023	15	0.1%
2.121320344	160	0.7%

engagement_ratio
Real number (ℝ)

Skewed Zeros

Distinct	2158
Distinct (%)	9.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.08272684532

Minimum	0
Maximum	40
Zeros	13375
Zeros (%)	56.8%
Negative	0
Negative (%)	0.0%
Memory size	184.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.0350877193
95-th percentile	0.3333333333
Maximum	40
Range	40
Interquartile range (IQR)	0.0350877193

Descriptive statistics

Standard deviation	0.4414575571
Coefficient of variation (CV)	5.33632771
Kurtosis	3050.118962
Mean	0.08272684532
Median Absolute Deviation (MAD)	0
Skewness	39.83433755
Sum	1948.630842
Variance	0.1948847747
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	13375	56.8%
0.5	229	1.0%
0.3333333333	215	0.9%
1	209	0.9%
0.25	199	0.8%
0.1666666667	172	0.7%
0.1428571429	166	0.7%
0.2	163	0.7%
0.1111111111	150	0.6%
0.125	145	0.6%
Other values (2148)	8532	36.2%

Value	Count	Frequency (%)
0	13375	56.8%
0.0002339728591	1	< 0.1%
0.0003061849357	1	< 0.1%
0.0003140703518	1	< 0.1%
0.0003289473684	1	< 0.1%

Value	Count	Frequency (%)
40	1	< 0.1%
19	1	< 0.1%
11	1	< 0.1%
10	1	< 0.1%
8.6	1	< 0.1%

checkin_review_ratio
Real number (ℝ)

Distinct	519
Distinct (%)	2.2%
Missing	46
Missing (%)	0.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.01132636314

Minimum	0.0002195871761
Maximum	0.2
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	184.1 KiB

Quantile statistics

Minimum	0.0002195871761
5-th percentile	0.0005361930295
Q1	0.001926782274
median	0.004366812227
Q3	0.01075268817
95-th percentile	0.04545454545
Maximum	0.2
Range	0.1997804128
Interquartile range (IQR)	0.008825905898

Descriptive statistics

Standard deviation	0.02120363009
Coefficient of variation (CV)	1.872059885
Kurtosis	27.43146293
Mean	0.01132636314
Median Absolute Deviation (MAD)	0.003096164197
Skewness	4.63704506
Sum	266.2714711
Variance	0.0004495939288
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0002195871761	255	1.1%
0.0004798464491	147	0.6%
0.000484496124	126	0.5%
0.0004849660524	124	0.5%
0.0004159733777	119	0.5%
0.0004847309743	115	0.5%
0.001298701299	112	0.5%
0.0005094243505	112	0.5%
0.002242152466	106	0.5%
0.0243902439	101	0.4%
Other values (509)	22192	94.2%

Value	Count	Frequency (%)
0.0002195871761	255	1.1%
0.0004159733777	119	0.5%
0.0004703668862	99	0.4%
0.0004798464491	147	0.6%
0.000484496124	126	0.5%

Value	Count	Frequency (%)
0.2	51	0.2%
0.1666666667	49	0.2%
0.1428571429	69	0.3%
0.125	65	0.3%
0.1111111111	64	0.3%

tip_engagement
Real number (ℝ)

Missing

Distinct	1527
Distinct (%)	6.5%
Missing	242
Missing (%)	1.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1630305179

Minimum	0.009174311927
Maximum	2.571428571
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	184.1 KiB

Quantile statistics

Minimum	0.009174311927
5-th percentile	0.0608531995
Q1	0.1056338028
median	0.1440677966
Q3	0.1920529801
95-th percentile	0.3284552846
Maximum	2.571428571
Range	2.56225426
Interquartile range (IQR)	0.08641917732

Descriptive statistics

Standard deviation	0.09752901563
Coefficient of variation (CV)	0.5982255155
Kurtosis	47.83235092
Mean	0.1630305179
Median Absolute Deviation (MAD)	0.0420308581
Skewness	4.010541391
Sum	3800.730465
Variance	0.009511908891
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.1335090031	255	1.1%
0.1666666667	197	0.8%
0.2	167	0.7%
0.1428571429	155	0.7%
0.1660268714	147	0.6%
0.1	138	0.6%
0.1264534884	126	0.5%
0.1256062076	124	0.5%
0.25	120	0.5%
0.1111111111	119	0.5%
Other values (1517)	21765	92.4%
(Missing)	242	1.0%

Value	Count	Frequency (%)
0.009174311927	1	< 0.1%
0.01333333333	1	< 0.1%
0.01428571429	8	< 0.1%
0.01587301587	4	< 0.1%
0.01694915254	5	< 0.1%

Value	Count	Frequency (%)
2.571428571	2	< 0.1%
1.555555556	2	< 0.1%
1.4	1	< 0.1%
1.2	1	< 0.1%
1.166666667	1	< 0.1%

compliment_diversity
Real number (ℝ)

Zeros

Distinct	6725
Distinct (%)	28.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.5469030401

Minimum	0
Maximum	2.956097937
Zeros	5599
Zeros (%)	23.8%
Negative	0
Negative (%)	0.0%
Memory size	184.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.002333784251
median	0.4211715726
Q3	1.024393829
95-th percentile	1.406755561
Maximum	2.956097937
Range	2.956097937
Interquartile range (IQR)	1.022060044

Descriptive statistics

Standard deviation	0.5256892909
Coefficient of variation (CV)	0.9612111332
Kurtosis	-0.7851537046
Mean	0.5469030401
Median Absolute Deviation (MAD)	0.4211715726
Skewness	0.5400584831
Sum	12882.30111
Variance	0.2763492305
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	5599	23.8%
0.316227766	1879	8.0%
0.4216370214	790	3.4%
0.4830458915	366	1.6%
0.6749485577	293	1.2%
0.632455532	292	1.2%
0.6992058988	179	0.8%
0.5163977795	128	0.5%
0.7071067812	106	0.5%
0.9660917831	103	0.4%
Other values (6715)	13820	58.7%

Value	Count	Frequency (%)
0	5599	23.8%
0.001158343465	29	0.1%
0.001368951368	25	0.1%
0.001605217086	35	0.1%
0.001691057572	8	< 0.1%

Value	Count	Frequency (%)
2.956097937	1	< 0.1%
2.717152942	1	< 0.1%
2.587318086	3	< 0.1%
2.585332889	1	< 0.1%
2.538591035	3	< 0.1%

response_rate_proxy
Real number (ℝ)

Zeros

Distinct	176
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1798344301

Minimum	0
Maximum	1
Zeros	5804
Zeros (%)	24.6%
Negative	0
Negative (%)	0.0%
Memory size	184.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.01282051282
median	0.12
Q3	0.25
95-th percentile	0.6
Maximum	1
Range	1
Interquartile range (IQR)	0.2371794872

Descriptive statistics

Standard deviation	0.2080612947
Coefficient of variation (CV)	1.156960292
Kurtosis	4.201230337
Mean	0.1798344301
Median Absolute Deviation (MAD)	0.12
Skewness	1.915492993
Sum	4236
Variance	0.04328950237
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	5804	24.6%
0.25	912	3.9%
0.5	854	3.6%
0.3333333333	849	3.6%
0.2	645	2.7%
0.1666666667	612	2.6%
0.1	550	2.3%
1	550	2.3%
0.1428571429	497	2.1%
0.125	472	2.0%
Other values (166)	11810	50.1%

Value	Count	Frequency (%)
0	5804	24.6%
0.01204819277	83	0.4%
0.01282051282	78	0.3%
0.015625	64	0.3%
0.02272727273	44	0.2%

Value	Count	Frequency (%)
1	550	2.3%
0.8333333333	12	0.1%
0.8	45	0.2%
0.75	60	0.3%
0.7333333333	15	0.1%

category_count
Real number (ℝ)

Distinct	19
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.383018467

Minimum	1
Maximum	20
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	184.1 KiB

Quantile statistics

Minimum	1
5-th percentile	2
Q1	3
median	5
Q3	7
95-th percentile	11
Maximum	20
Range	19
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	2.685887878
Coefficient of variation (CV)	0.4989557241
Kurtosis	1.214714058
Mean	5.383018467
Median Absolute Deviation (MAD)	2
Skewness	0.9598059828
Sum	126797
Variance	7.213993691
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
4	3709	15.7%
5	3416	14.5%
2	3399	14.4%
3	3047	12.9%
6	2777	11.8%
7	2437	10.3%
8	2071	8.8%
9	968	4.1%
11	714	3.0%
10	421	1.8%
Other values (9)	596	2.5%

Value	Count	Frequency (%)
1	12	0.1%
2	3399	14.4%
3	3047	12.9%
4	3709	15.7%
5	3416	14.5%

Value	Count	Frequency (%)
20	7	< 0.1%
18	15	0.1%
17	21	0.1%
16	36	0.2%
15	96	0.4%

category_saturation
Real number (ℝ)

Distinct	92
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	37.1584377

Minimum	1
Maximum	255
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	184.1 KiB

Quantile statistics

Minimum	1
5-th percentile	2
Q1	8
median	19
Q3	49
95-th percentile	147
Maximum	255
Range	254
Interquartile range (IQR)	41

Descriptive statistics

Standard deviation	45.93928285
Coefficient of variation (CV)	1.236308244
Kurtosis	5.93847818
Mean	37.1584377
Median Absolute Deviation (MAD)	14
Skewness	2.272676662
Sum	875267
Variance	2110.417709
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4	944	4.0%
2	918	3.9%
5	890	3.8%
3	873	3.7%
6	774	3.3%
7	721	3.1%
1	705	3.0%
10	690	2.9%
8	656	2.8%
14	630	2.7%
Other values (82)	15754	66.9%

Value	Count	Frequency (%)
1	705	3.0%
2	918	3.9%
3	873	3.7%
4	944	4.0%
5	890	3.8%

Value	Count	Frequency (%)
255	255	1.1%
204	204	0.9%
170	170	0.7%
153	153	0.6%
149	149	0.6%

rating_percentile
Real number (ℝ)

Distinct	9
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.5845703376

Minimum	0.001442812172
Maximum	0.9909496327
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	184.1 KiB

Quantile statistics

Minimum	0.001442812172
5-th percentile	0.111752361
Q1	0.4211699895
median	0.684679958
Q3	0.684679958
95-th percentile	0.9042497377
Maximum	0.9909496327
Range	0.9895068206
Interquartile range (IQR)	0.2635099685

Descriptive statistics

Standard deviation	0.2465874888
Coefficient of variation (CV)	0.4218268922
Kurtosis	-0.7663908202
Mean	0.5845703376
Median Absolute Deviation (MAD)	0.2195697796
Skewness	-0.4031252799
Sum	13769.5543
Variance	0.06080538962
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
0.684679958	9212	39.1%
0.4211699895	5628	23.9%
0.9042497377	4596	19.5%
0.22704617	2336	9.9%
0.111752361	1001	4.2%
0.04656348374	353	1.5%
0.9909496327	278	1.2%
0.01337880378	136	0.6%
0.001442812172	15	0.1%

Value	Count	Frequency (%)
0.001442812172	15	0.1%
0.01337880378	136	0.6%
0.04656348374	353	1.5%
0.111752361	1001	4.2%
0.22704617	2336	9.9%

Value	Count	Frequency (%)
0.9909496327	278	1.2%
0.9042497377	4596	19.5%
0.684679958	9212	39.1%
0.4211699895	5628	23.9%
0.22704617	2336	9.9%

unique_attributes_count
Real number (ℝ)

Skewed

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.9986414774

Minimum	0
Maximum	1
Zeros	32
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	184.1 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	1
Q3	1
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.03683387872
Coefficient of variation (CV)	0.03688398645
Kurtosis	731.2505778
Mean	0.9986414774
Median Absolute Deviation (MAD)	0
Skewness	-27.07745352
Sum	23523
Variance	0.001356734622
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
1	23523	99.9%
0	32	0.1%

Value	Count	Frequency (%)
0	32	0.1%
1	23523	99.9%

Value	Count	Frequency (%)
1	23523	99.9%
0	32	0.1%

network_strength
Real number (ℝ)

Zeros

Distinct	4292
Distinct (%)	18.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.431560333

Minimum	0
Maximum	68.19417566
Zeros	12153
Zeros (%)	51.6%
Negative	0
Negative (%)	0.0%
Memory size	184.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	5.937022448
95-th percentile	20.54885983
Maximum	68.19417566
Range	68.19417566
Interquartile range (IQR)	5.937022448

Descriptive statistics

Standard deviation	7.577281066
Coefficient of variation (CV)	1.709844952
Kurtosis	8.298893455
Mean	4.431560333
Median Absolute Deviation (MAD)	0
Skewness	2.535352634
Sum	104385.4036
Variance	57.41518836
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	12153	51.6%
0.4804530139	322	1.4%
0.7615000104	249	1.1%
0.9609060278	153	0.6%
1.523000021	151	0.6%
1.115577351	113	0.5%
1.241953024	94	0.4%
1.348802133	80	0.3%
1.206948961	73	0.3%
1.441359042	66	0.3%
Other values (4282)	10101	42.9%

Value	Count	Frequency (%)
0	12153	51.6%
0.4804530139	322	1.4%
0.7615000104	249	1.1%
0.9609060278	153	0.6%
1.115577351	113	0.5%

Value	Count	Frequency (%)
68.19417566	1	< 0.1%
67.29341386	4	< 0.1%
67.25391703	1	< 0.1%
60.8975503	4	< 0.1%
59.86520075	2	< 0.1%

high_influence_friends_ratio
Real number (ℝ)

Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.2497558905

Minimum	0
Maximum	1
Zeros	17672
Zeros (%)	75.0%
Negative	0
Negative (%)	0.0%
Memory size	184.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.4328808622
Coefficient of variation (CV)	1.733215827
Kurtosis	-0.6630769583
Mean	0.2497558905
Median Absolute Deviation (MAD)	0
Skewness	1.156278232
Sum	5883
Variance	0.1873858409
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	17672	75.0%
1	5883	25.0%

Value	Count	Frequency (%)
0	17672	75.0%
1	5883	25.0%

Value	Count	Frequency (%)
1	5883	25.0%
0	17672	75.0%

user_exploration_score
Real number (ℝ)

Distinct	10
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.227043091

Minimum	1
Maximum	12
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	184.1 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	1
Q3	1
95-th percentile	2
Maximum	12
Range	11
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.7193327822
Coefficient of variation (CV)	0.5862326985
Kurtosis	52.85605163
Mean	1.227043091
Median Absolute Deviation (MAD)	0
Skewness	5.82169771
Sum	28903
Variance	0.5174396515
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
1	20148	85.5%
2	2345	10.0%
3	660	2.8%
4	206	0.9%
5	97	0.4%
6	36	0.2%
8	18	0.1%
9	18	0.1%
7	14	0.1%
12	13	0.1%

Value	Count	Frequency (%)
1	20148	85.5%
2	2345	10.0%
3	660	2.8%
4	206	0.9%
5	97	0.4%

Value	Count	Frequency (%)
12	13	0.1%
9	18	0.1%
8	18	0.1%
7	14	0.1%
6	36	0.2%

user_business_affinity
Real number (ℝ)

Distinct	20833
Distinct (%)	88.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.309720321

Minimum	0.001048697291
Maximum	6.261728286
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	184.1 KiB

Quantile statistics

Minimum	0.001048697291
5-th percentile	0.1762947702
Q1	0.6056364546
median	1.109013235
Q3	1.776957736
95-th percentile	3.173422864
Maximum	6.261728286
Range	6.260679589
Interquartile range (IQR)	1.171321281

Descriptive statistics

Standard deviation	0.9353918
Coefficient of variation (CV)	0.7141920186
Kurtosis	1.486846533
Mean	1.309720321
Median Absolute Deviation (MAD)	0.5622594312
Skewness	1.164388818
Sum	30850.46217
Variance	0.8749578196
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.2793111864	85	0.4%
0.3688833944	60	0.3%
0.3625953363	49	0.2%
0.1718138351	43	0.2%
0.4216863811	25	0.1%
0.4788759097	24	0.1%
0.1044266368	24	0.1%
0.5569168412	24	0.1%
0.251923988	21	0.1%
0.02770834462	20	0.1%
Other values (20823)	23180	98.4%

Value	Count	Frequency (%)
0.001048697291	1	< 0.1%
0.001051537044	1	< 0.1%
0.001269804919	1	< 0.1%
0.001591929839	1	< 0.1%
0.001611810013	1	< 0.1%

Value	Count	Frequency (%)
6.261728286	1	< 0.1%
6.241218631	1	< 0.1%
6.06454526	1	< 0.1%
5.993434262	1	< 0.1%
5.993150605	1	< 0.1%

sentiment_rating_gap
Real number (ℝ)

Distinct	23190
Distinct (%)	98.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-0.236220219

Minimum	-1.56274
Maximum	0.687
Zeros	0
Zeros (%)	0.0%
Negative	20044
Negative (%)	85.1%
Memory size	184.1 KiB

Quantile statistics

Minimum	-1.56274
5-th percentile	-0.7840122384
Q1	-0.3333644444
median	-0.2256533333
Q3	-0.08809605264
95-th percentile	0.1687806667
Maximum	0.687
Range	2.24974
Interquartile range (IQR)	0.2452683918

Descriptive statistics

Standard deviation	0.2672746277
Coefficient of variation (CV)	-1.131463805
Kurtosis	1.858242335
Mean	-0.236220219
Median Absolute Deviation (MAD)	0.1242318519
Skewness	-0.7691464394
Sum	-5564.167258
Variance	0.07143572661
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.2	15	0.1%
-1	13	0.1%
-0.4	5	< 0.1%
-0.8	5	< 0.1%
-0.1854	4	< 0.1%
-0.41786	4	< 0.1%
-0.24524	3	< 0.1%
-0.3776	3	< 0.1%
-0.39824	3	< 0.1%
-0.1503	3	< 0.1%
Other values (23180)	23497	99.8%

Value	Count	Frequency (%)
-1.56274	1	< 0.1%
-1.48038	1	< 0.1%
-1.477686667	1	< 0.1%
-1.457106667	1	< 0.1%
-1.454791071	1	< 0.1%

Value	Count	Frequency (%)
0.687	1	< 0.1%
0.62462	1	< 0.1%
0.60544	1	< 0.1%
0.5599856803	1	< 0.1%
0.5351631373	1	< 0.1%

high_engagement_positive
Real number (ℝ)

Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.2151560178

Minimum	0
Maximum	1
Zeros	18487
Zeros (%)	78.5%
Negative	0
Negative (%)	0.0%
Memory size	184.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.4109392596
Coefficient of variation (CV)	1.909959404
Kurtosis	-0.07783316931
Mean	0.2151560178
Median Absolute Deviation (MAD)	0
Skewness	1.386424699
Sum	5068
Variance	0.168871075
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	18487	78.5%
1	5068	21.5%

Value	Count	Frequency (%)
0	18487	78.5%
1	5068	21.5%

Value	Count	Frequency (%)
1	5068	21.5%
0	18487	78.5%

weekend_engagement
Real number (ℝ)

Skewed Zeros

Distinct	935
Distinct (%)	4.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.02809762664

Minimum	0
Maximum	19
Zeros	20430
Zeros (%)	86.7%
Negative	0
Negative (%)	0.0%
Memory size	184.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0.09090909091
Maximum	19
Range	19
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.238989034
Coefficient of variation (CV)	8.505666226
Kurtosis	1929.718854
Mean	0.02809762664
Median Absolute Deviation (MAD)	0
Skewness	32.45376012
Sum	661.8395956
Variance	0.05711575837
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	20430	86.7%
1	75	0.3%
0.3333333333	74	0.3%
0.5	71	0.3%
0.25	70	0.3%
0.1666666667	63	0.3%
0.1111111111	54	0.2%
0.125	53	0.2%
0.1428571429	52	0.2%
0.2	52	0.2%
Other values (925)	2561	10.9%

Value	Count	Frequency (%)
0	20430	86.7%
0.0004026575398	1	< 0.1%
0.0004957858205	1	< 0.1%
0.0005017561465	1	< 0.1%
0.0005656108597	1	< 0.1%

Value	Count	Frequency (%)
19	1	< 0.1%
8	2	< 0.1%
7	1	< 0.1%
6	2	< 0.1%
5	3	< 0.1%

rolling_30d_stars_user
Real number (ℝ)

Distinct	636
Distinct (%)	2.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.853271978

Minimum	1
Maximum	5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	184.1 KiB

Quantile statistics

Minimum	1
5-th percentile	2
Q1	3.5
median	4
Q3	4.461538462
95-th percentile	5
Maximum	5
Range	4
Interquartile range (IQR)	0.9615384615

Descriptive statistics

Standard deviation	0.8664327882
Coefficient of variation (CV)	0.22485638
Kurtosis	1.559450881
Mean	3.853271978
Median Absolute Deviation (MAD)	0.5
Skewness	-1.161978314
Sum	90763.82143
Variance	0.7507057765
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4	2808	11.9%
5	2424	10.3%
3	1356	5.8%
4.5	1054	4.5%
3.5	787	3.3%
4.333333333	629	2.7%
2	609	2.6%
1	550	2.3%
3.666666667	477	2.0%
4.666666667	452	1.9%
Other values (626)	12409	52.7%

Value	Count	Frequency (%)
1	550	2.3%
1.166666667	1	< 0.1%
1.222222222	1	< 0.1%
1.25	5	< 0.1%
1.285714286	1	< 0.1%

Value	Count	Frequency (%)
5	2424	10.3%
4.933333333	4	< 0.1%
4.923076923	2	< 0.1%
4.916666667	5	< 0.1%
4.909090909	7	< 0.1%

rolling_30d_useful_review
Real number (ℝ)

Zeros

Distinct	89
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8.068011038

Minimum	0
Maximum	88
Zeros	3461
Zeros (%)	14.7%
Negative	0
Negative (%)	0.0%
Memory size	184.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	5
Q3	11
95-th percentile	27
Maximum	88
Range	88
Interquartile range (IQR)	10

Descriptive statistics

Standard deviation	10.13944351
Coefficient of variation (CV)	1.256746361
Kurtosis	11.66424527
Mean	8.068011038
Median Absolute Deviation (MAD)	4
Skewness	2.766342282
Sum	190042
Variance	102.8083148
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	3461	14.7%
1	2701	11.5%
2	2238	9.5%
3	1793	7.6%
4	1495	6.3%
5	1219	5.2%
6	1034	4.4%
7	1015	4.3%
8	797	3.4%
9	785	3.3%
Other values (79)	7017	29.8%

Value	Count	Frequency (%)
0	3461	14.7%
1	2701	11.5%
2	2238	9.5%
3	1793	7.6%
4	1495	6.3%

Value	Count	Frequency (%)
88	4	< 0.1%
87	3	< 0.1%
86	1	< 0.1%
85	1	< 0.1%
84	1	< 0.1%

rolling_30d_cool_review
Real number (ℝ)

Zeros

Distinct	52
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.861642963

Minimum	0
Maximum	65
Zeros	7303
Zeros (%)	31.0%
Negative	0
Negative (%)	0.0%
Memory size	184.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2
Q3	5
95-th percentile	15
Maximum	65
Range	65
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	5.870297514
Coefficient of variation (CV)	1.520155429
Kurtosis	21.68959356
Mean	3.861642963
Median Absolute Deviation (MAD)	2
Skewness	3.583886254
Sum	90961
Variance	34.4603929
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	7303	31.0%
1	3815	16.2%
2	2528	10.7%
3	1743	7.4%
4	1525	6.5%
5	1126	4.8%
6	940	4.0%
7	700	3.0%
9	587	2.5%
8	579	2.5%
Other values (42)	2709	11.5%

Value	Count	Frequency (%)
0	7303	31.0%
1	3815	16.2%
2	2528	10.7%
3	1743	7.4%
4	1525	6.5%

Value	Count	Frequency (%)
65	7	< 0.1%
64	10	< 0.1%
63	6	< 0.1%
62	2	< 0.1%
61	9	< 0.1%

rolling_30d_funny_review
Real number (ℝ)

Zeros

Distinct	54
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.739715559

Minimum	0
Maximum	71
Zeros	9600
Zeros (%)	40.8%
Negative	0
Negative (%)	0.0%
Memory size	184.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	3
95-th percentile	11
Maximum	71
Range	71
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	4.896826306
Coefficient of variation (CV)	1.787348431
Kurtosis	40.87955627
Mean	2.739715559
Median Absolute Deviation (MAD)	1
Skewness	4.949237197
Sum	64534
Variance	23.97890788
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	9600	40.8%
1	3754	15.9%
2	2366	10.0%
3	1949	8.3%
4	1215	5.2%
5	971	4.1%
6	837	3.6%
7	640	2.7%
8	420	1.8%
11	301	1.3%
Other values (44)	1502	6.4%

Value	Count	Frequency (%)
0	9600	40.8%
1	3754	15.9%
2	2366	10.0%
3	1949	8.3%
4	1215	5.2%

Value	Count	Frequency (%)
71	8	< 0.1%
68	2	< 0.1%
65	1	< 0.1%
63	4	< 0.1%
61	1	< 0.1%

review_growth_30d
Real number (ℝ)

Constant Missing Zeros

Distinct	1
Distinct (%)	< 0.1%
Missing	20994
Missing (%)	89.1%
Infinite	0
Infinite (%)	0.0%
Mean	0

Minimum	0
Maximum	0
Zeros	2561
Zeros (%)	10.9%
Negative	0
Negative (%)	0.0%
Memory size	184.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	nan
Kurtosis	0
Mean	0
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	0
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
0	2561	10.9%
(Missing)	20994	89.1%

Value	Count	Frequency (%)
0	2561	10.9%

Value	Count	Frequency (%)
0	2561	10.9%

review_year
Real number (ℝ)

Distinct	14
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2014.892592

Minimum	2005
Maximum	2018
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	92.1 KiB

Quantile statistics

Minimum	2005
5-th percentile	2010
Q1	2013
median	2015
Q3	2017
95-th percentile	2018
Maximum	2018
Range	13
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	2.446387501
Coefficient of variation (CV)	0.001214152809
Kurtosis	0.3724931138
Mean	2014.892592
Median Absolute Deviation (MAD)	2
Skewness	-0.8419714713
Sum	47460795
Variance	5.984811806
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=14)

Value	Count	Frequency (%)
2017	3987	16.9%
2015	3918	16.6%
2016	3755	15.9%
2018	3198	13.6%
2014	2738	11.6%
2013	1968	8.4%
2012	1460	6.2%
2011	1155	4.9%
2010	668	2.8%
2009	334	1.4%
Other values (4)	374	1.6%

Value	Count	Frequency (%)
2005	22	0.1%
2006	43	0.2%
2007	65	0.3%
2008	244	1.0%
2009	334	1.4%

Value	Count	Frequency (%)
2018	3198	13.6%
2017	3987	16.9%
2016	3755	15.9%
2015	3918	16.6%
2014	2738	11.6%

user_segment
Text

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	184.1 KiB

Length

Max length	7
Median length	6
Mean length	6.275737635
Min length	6

Characters and Unicode

Total characters	147825
Distinct characters	14
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Casual
2nd row	Active
3rd row	Active
4th row	Active
5th row	Casual

Value	Count	Frequency (%)
active	13649	57.9%
regular	6495	27.6%
casual	3411	14.5%

Most occurring characters

Value	Count	Frequency (%)
e	20144	13.6%
A	13649	9.2%
c	13649	9.2%
t	13649	9.2%
i	13649	9.2%
v	13649	9.2%
a	13317	9.0%
l	9906	6.7%
u	9906	6.7%
g	6495	4.4%
Other values (4)	19812	13.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	147825	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	20144	13.6%
A	13649	9.2%
c	13649	9.2%
t	13649	9.2%
i	13649	9.2%
v	13649	9.2%
a	13317	9.0%
l	9906	6.7%
u	9906	6.7%
g	6495	4.4%
Other values (4)	19812	13.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	147825	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	20144	13.6%
A	13649	9.2%
c	13649	9.2%
t	13649	9.2%
i	13649	9.2%
v	13649	9.2%
a	13317	9.0%
l	9906	6.7%
u	9906	6.7%
g	6495	4.4%
Other values (4)	19812	13.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	147825	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	20144	13.6%
A	13649	9.2%
c	13649	9.2%
t	13649	9.2%
i	13649	9.2%
v	13649	9.2%
a	13317	9.0%
l	9906	6.7%
u	9906	6.7%
g	6495	4.4%
Other values (4)	19812	13.4%

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks